diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b18d40fc06608833fd328948c7e30455c39d2530
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/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": "2026-05-19T16:22:20.149601+00:00",
+  "ended_at": "2026-05-19T16:22:23.395231+00:00",
+  "elapsed_ms": 3245.58,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21719,
+    "bytes_utf8": 21719,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..069c684530788d13133429519945e7ad5a5fc0a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/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": "2026-05-19T16:22:24.397907+00:00",
+  "ended_at": "2026-05-19T16:22:31.234542+00:00",
+  "elapsed_ms": 6836.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21719,
+    "bytes_utf8": 21719,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b3649570702edc95f25276a7b26d923805128e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b3649570702edc95f25276a7b26d923805128e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b30bd7887d79106cd13c2d8647ac17d161e154c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-9c95-7683-9505-bca9ebaad6c0"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8a5ec8ff55eeab19cdf6f05ed5aaa2af3a38523
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-9c95-7683-9505-bca9ebaad6c0"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f85158fa9b029ec3d6b1a24de128254953a28395
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-ad20-7610-beb3-8f86f0e50161"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b623da34b19670df793a04dd1d7569fcd9140a47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-ad20-7610-beb3-8f86f0e50161"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_010cdf2f82dbac84/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3df1217eab7976902376a926d26516518efb10ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/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": "2026-05-19T16:11:14.998827+00:00",
+  "ended_at": "2026-05-19T16:11:18.213549+00:00",
+  "elapsed_ms": 3214.69,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21947,
+    "bytes_utf8": 21947,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..eeb1f37effff49eaf46fd4ce761970769a081331
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/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": "2026-05-19T16:11:19.216627+00:00",
+  "ended_at": "2026-05-19T16:11:22.017605+00:00",
+  "elapsed_ms": 2800.94,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21947,
+    "bytes_utf8": 21947,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2aa6b084682a43a3c53fa71bcc4549a40f395234
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/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=gross_weight, measure_col=height.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2aa6b084682a43a3c53fa71bcc4549a40f395234
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/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=gross_weight, measure_col=height.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fafc382ee3323c3d4d8bb0ea7ee7d291239e0264
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-75b5-7fe3-b618-e8271285ca40"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e76b799bec1052df5e3e819d66d3b3f993e41f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-75b5-7fe3-b618-e8271285ca40"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86971da65f4259ff8c2fa3d91f03beae32e61663
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-8642-77c0-a704-b992d07f01cf"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0db6a79f72f8feaf72f8e753c4320349e32950f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-8642-77c0-a704-b992d07f01cf"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_03c62077b266385b/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f4d8163257cbb79dd5e3d0654ed71abfac59f31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/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": "2026-05-19T16:14:45.707184+00:00",
+  "ended_at": "2026-05-19T16:14:49.997948+00:00",
+  "elapsed_ms": 4290.74,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21866,
+    "bytes_utf8": 21866,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e02185eafcb6653ec84643c11857bb6b86568bd6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/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": "2026-05-19T16:14:50.999762+00:00",
+  "ended_at": "2026-05-19T16:14:53.948936+00:00",
+  "elapsed_ms": 2949.14,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21866,
+    "bytes_utf8": 21866,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb8889712292df06975e7fd682ce99713673ff3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb8889712292df06975e7fd682ce99713673ff3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7424d1fc02a4f583486ae31d5e30da314fb852e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-acdd-72a3-8ac6-217bda2de4a9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4a291a272a63f607661c4b7d7ca8f3ffcafa58c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-acdd-72a3-8ac6-217bda2de4a9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef2980f61cd001c374342b24caa728d98b065a49
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-c18f-7092-8701-0143a2cffaae"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e10edb822b15b710662035dbb044bcc12bac0cdb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-c18f-7092-8701-0143a2cffaae"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0881642da54a6cae/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3adcab0c431c0b8cae8bae75d4e2c63bf1b43dec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/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": "2026-05-19T16:18:49.850745+00:00",
+  "ended_at": "2026-05-19T16:18:52.958940+00:00",
+  "elapsed_ms": 3108.17,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22160,
+    "bytes_utf8": 22160,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d19a7dc42d5ae3497c9dd0ad0b0cd172eae5c458
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/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": "2026-05-19T16:18:53.961808+00:00",
+  "ended_at": "2026-05-19T16:18:59.786685+00:00",
+  "elapsed_ms": 5824.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22160,
+    "bytes_utf8": 22160,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..513fef1b9b420fbdec12d318516a1df2b0fed153
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/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_driver_seat_height_adjustable, measure_col=population_density.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..513fef1b9b420fbdec12d318516a1df2b0fed153
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/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_driver_seat_height_adjustable, measure_col=population_density.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a34fe84560201f54e9d6835f13446bcdc3412459
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-6685-7830-9e42-c4915b790290"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4ed7175b808c07daef386b179f9f7a598afd03c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-6685-7830-9e42-c4915b790290"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4eb329806ba4d8cf1299db3b00c1fe4e305a649
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-76a6-7f32-ad80-5b9a57e6dd9d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c81467b072134c3c0cdd6e283e622c8e859b0c94
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-76a6-7f32-ad80-5b9a57e6dd9d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0b1a0443f58f6230/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e17172f58dd90bc16fbf0375b189e945e1312e93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/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": "2026-05-19T16:14:22.276761+00:00",
+  "ended_at": "2026-05-19T16:14:25.385371+00:00",
+  "elapsed_ms": 3108.57,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21865,
+    "bytes_utf8": 21865,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..31a55caf389171fafeb8c95ebf3376b003f0baf4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/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": "2026-05-19T16:14:26.388359+00:00",
+  "ended_at": "2026-05-19T16:14:29.533687+00:00",
+  "elapsed_ms": 3145.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21865,
+    "bytes_utf8": 21865,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2015fd83806c80bc5fe72347d4160f0647546e77
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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=max_power.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "max_power",
+    "predicate_col": "make",
+    "predicate_op": ">=",
+    "predicate_value": 3.0,
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2015fd83806c80bc5fe72347d4160f0647546e77
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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=max_power.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "max_power",
+    "predicate_col": "make",
+    "predicate_op": ">=",
+    "predicate_value": 3.0,
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5ddff44df6cdd82c66ee5cbb9143293b15e0ccc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-514e-71c1-9b35-6e85ec60fb25"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e3d0ee336444c330b573b539b5cee4d852bfbdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-514e-71c1-9b35-6e85ec60fb25"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ba0ef70d16635f50e6abbef47515dd4de2f6155
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-6178-7833-8d9b-e22fc916de72"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2cada15bb588672a17d03e8f49d383238dc14a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-6178-7833-8d9b-e22fc916de72"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_0f6cce32a605f758/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ed8e017f4f9de405984ad0214467c8a11539ebb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/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": "2026-05-19T16:26:26.152457+00:00",
+  "ended_at": "2026-05-19T16:26:31.635310+00:00",
+  "elapsed_ms": 5482.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21468,
+    "bytes_utf8": 21468,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8b0bba4471d5763643dac3e26faabf041aa2eaec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-5d7c-76b3-840d-a8cd21244bf3"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_104ceb0bb4d78dd9/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc99b6c2b59a91976b030e020664aff35bc8accc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/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": "2026-05-19T16:14:29.544341+00:00",
+  "ended_at": "2026-05-19T16:14:32.662054+00:00",
+  "elapsed_ms": 3117.68,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21866,
+    "bytes_utf8": 21866,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..65d17d1b2fc2d1936d884f993e3cd5c4cbb1d922
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/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": "2026-05-19T16:14:33.663850+00:00",
+  "ended_at": "2026-05-19T16:14:36.962286+00:00",
+  "elapsed_ms": 3298.41,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21866,
+    "bytes_utf8": 21866,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db17c6107145298845f1cc2bbb633e51e0d3a841
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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=engine_type.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "engine_type",
+    "predicate_col": "segment",
+    "predicate_op": "=",
+    "predicate_value": "A",
+    "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db17c6107145298845f1cc2bbb633e51e0d3a841
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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=engine_type.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "engine_type",
+    "predicate_col": "segment",
+    "predicate_op": "=",
+    "predicate_value": "A",
+    "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f15d74387ebd3d16c7ff406473d790b7316ab07
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-6db6-7ca3-943a-057357b4ef6b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d684e09130a62f57cddad6ebb407010cf33b832
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-6db6-7ca3-943a-057357b4ef6b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bbe1ad3ef78df3a1ed18ced009a948cc7c802576
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-7e00-7311-8cc7-32250818dbbf"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cd81ea550d0cbaa98fd5067fc7cef70b8a44b64
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-7e00-7311-8cc7-32250818dbbf"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1080169f296e3f7a/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8f07a22ae98398b20e54c0e986f1692de330568
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/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": "2026-05-19T16:23:57.750735+00:00",
+  "ended_at": "2026-05-19T16:24:01.418516+00:00",
+  "elapsed_ms": 3667.73,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21806,
+    "bytes_utf8": 21806,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2dfa67e065778b62ad40a0776ed5606145f435ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/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": "2026-05-19T16:24:02.422333+00:00",
+  "ended_at": "2026-05-19T16:24:05.989712+00:00",
+  "elapsed_ms": 3567.32,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21806,
+    "bytes_utf8": 21806,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d175b12fef04aa70edebb32a8a2f83a6de9dd7ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_tpms, condition_col=is_front_fog_lights.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_tpms",
+    "condition_col": "is_front_fog_lights",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d175b12fef04aa70edebb32a8a2f83a6de9dd7ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_tpms, condition_col=is_front_fog_lights.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_tpms",
+    "condition_col": "is_front_fog_lights",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38c8d7285c299866adc4eea3eee3c5536be41fc6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-199b-7b72-80de-bb4b8a6b6c09"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d422cb63a2bfe9ab03e438475202e2a84a7d7ca1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-199b-7b72-80de-bb4b8a6b6c09"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..186f3c831cab6dc4f2b8856fef04d57e7b55fd2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-2c01-7d31-b8d3-00ccf99d97a4"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b5df59c426e4f9193b3090203522f21123eea65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-2c01-7d31-b8d3-00ccf99d97a4"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_10cc816c4b5240d1/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a866221087f67f8f86a426d92917fb6a646bca73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/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": "2026-05-19T16:16:03.430053+00:00",
+  "ended_at": "2026-05-19T16:16:06.714339+00:00",
+  "elapsed_ms": 3284.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21725,
+    "bytes_utf8": 21725,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d58766325387d191b1c6cad4c6d4bb94e99b625e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/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": "2026-05-19T16:16:07.716960+00:00",
+  "ended_at": "2026-05-19T16:16:10.987273+00:00",
+  "elapsed_ms": 3270.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21725,
+    "bytes_utf8": 21725,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cca4392e021a2b0dfebdfef0cbc87c2cd1a0d50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=population_density.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "population_density",
+    "top_k": 13,
+    "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": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cca4392e021a2b0dfebdfef0cbc87c2cd1a0d50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=population_density.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "population_density",
+    "top_k": 13,
+    "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": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..450925b9910195b7247d167ebc0d056f657c0a25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-dc75-7421-a0dd-cf6981012620"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d40997a51cea9b1397f816dc9500cffed78ec68c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-dc75-7421-a0dd-cf6981012620"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02f6a35409f5d44d614beff2b43e0e985e842cd8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-edd5-7001-97e1-f062fcfd28da"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4307a6c514b30287354cd45f1ae51458d6747b8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-edd5-7001-97e1-f062fcfd28da"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_11fee36b1117e103/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a96a6b544c40eac47b677e17a20344e7293a152d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:39.946316+00:00",
+  "ended_at": "2026-05-19T16:08:44.503145+00:00",
+  "elapsed_ms": 4556.8,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21537,
+    "bytes_utf8": 21537,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d814d39a43b47f00bc1fcb80b90394ed027b666a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:45.504968+00:00",
+  "ended_at": "2026-05-19T16:08:48.316201+00:00",
+  "elapsed_ms": 2811.2,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21537,
+    "bytes_utf8": 21537,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01d73ac0061365425bed28141cc4b8d3e73f71fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=model, measure_col=displacement.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "displacement",
+    "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": 1197.0,
+    "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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01d73ac0061365425bed28141cc4b8d3e73f71fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=model, measure_col=displacement.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "displacement",
+    "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": 1197.0,
+    "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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd0b236ef09ef8cbc484957efa12db08d11688bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-180d-79a1-8816-076bde6add45"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef835bd043ada03123e905df1457c8ebea995a29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-180d-79a1-8816-076bde6add45"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..284d225ee4eb0a40962e53b2c126deeb99fe9b7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-2db6-7e03-9d22-b27c8ef2f28c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aed14d57b71a1ae20171aa29da08cdaa6778264c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-2db6-7e03-9d22-b27c8ef2f28c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb88bae60ca2cd39d167b4b62151e3390a184d4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:08:39.937875+00:00",
+  "ended_at": "2026-05-19T16:08:48.317360+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_189c3614c39b991f",
+    "problem_id": "v2p_m2_3eb2ffde62ed38bb",
+    "dataset_id": "m2",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=model, measure_col=displacement.",
+    "bindings": {
+      "group_col": "model",
+      "measure_col": "displacement",
+      "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": 1197.0,
+      "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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..24e5f0611b1e63c29cfb421928fbfc50efb1e540
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_189c3614c39b991f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:44.503869+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": 4556.8, "started_at": "2026-05-19T16:08:39.946316+00:00", "ended_at": "2026-05-19T16:08:44.503145+00:00", "prompt_metrics": {"chars": 21537, "bytes_utf8": 21537, "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\":\"019e40ff-180d-79a1-8816-076bde6add45\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:48.317239+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": 2811.2, "started_at": "2026-05-19T16:08:45.504968+00:00", "ended_at": "2026-05-19T16:08:48.316201+00:00", "prompt_metrics": {"chars": 21537, "bytes_utf8": 21537, "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\":\"019e40ff-2db6-7e03-9d22-b27c8ef2f28c\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..73a5ef28253271adffb04a7687c56ceff029fec5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:18:03.421781+00:00",
+  "ended_at": "2026-05-19T16:18:13.828085+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_18a2e5d3c9857218",
+    "problem_id": "v2p_m2_1e7823d418f48c77",
+    "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": "count_distribution",
+    "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 count_distribution. Focus on group_col=is_power_door_locks, measure_col=policy_tenure.",
+    "bindings": {
+      "group_col": "is_power_door_locks",
+      "measure_col": "policy_tenure",
+      "top_k": 15,
+      "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": 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": "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=4",
+      "sql_variant_index=2/2",
+      "binding_index=75"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc9c784dd9225371950e67f6a50ef5d6701b6508
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_18a2e5d3c9857218/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:08.854342+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": 5416.11, "started_at": "2026-05-19T16:18:03.437120+00:00", "ended_at": "2026-05-19T16:18:08.853283+00:00", "prompt_metrics": {"chars": 22124, "bytes_utf8": 22124, "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-b196-7b93-afdd-ae0874e45521\"}\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": "2026-05-19T16:18:13.827931+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": 3970.99, "started_at": "2026-05-19T16:18:09.855770+00:00", "ended_at": "2026-05-19T16:18:13.826807+00:00", "prompt_metrics": {"chars": 22124, "bytes_utf8": 22124, "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-caad-71d2-a39e-f5ac79ccf9c5\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e05008e71a53abb378b7432af092ab208ebb258c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/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": "2026-05-19T16:13:22.215499+00:00",
+  "ended_at": "2026-05-19T16:13:25.933250+00:00",
+  "elapsed_ms": 3717.71,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22403,
+    "bytes_utf8": 22403,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d64318b16174b1832fd46a8337010553ecf6a72e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/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": "2026-05-19T16:13:26.936215+00:00",
+  "ended_at": "2026-05-19T16:13:30.208604+00:00",
+  "elapsed_ms": 3272.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22403,
+    "bytes_utf8": 22403,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f8f1441877f1b65d8d68c3f53ab1a3208b751f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_day_night_rear_view_mirror, condition_col=rear_brakes_type.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "condition_col": "rear_brakes_type",
+    "condition_value": "Drum",
+    "positive_value": "Drum",
+    "negative_value": "Disc",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f8f1441877f1b65d8d68c3f53ab1a3208b751f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_day_night_rear_view_mirror, condition_col=rear_brakes_type.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "condition_col": "rear_brakes_type",
+    "condition_value": "Drum",
+    "positive_value": "Drum",
+    "negative_value": "Disc",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..976f87288578dfe7b69a3bfc9e337a493b0a1f00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-6694-7bb3-bc81-4d148eeeb4cc"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f63c0c9612c9c302abb9c0c02ef2854c873ab0d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-6694-7bb3-bc81-4d148eeeb4cc"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..201decc59e27c93c800efd568d01fd6e889b0c80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-792c-7a61-9346-36a9b1c520c7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e652cc81278dbaf46c2efc450fe611d87aa597e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-792c-7a61-9346-36a9b1c520c7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1dead4896e8c3135/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..afd4eeb7caf4afd0e7c6ea4c338dd829fe935e57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:02.120798+00:00",
+  "ended_at": "2026-05-19T16:29:05.798834+00:00",
+  "elapsed_ms": 3678.0,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21544,
+    "bytes_utf8": 21544,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..466a1d7fad2f2587d787013fd2548855a5648dad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:06.802184+00:00",
+  "ended_at": "2026-05-19T16:29:09.825247+00:00",
+  "elapsed_ms": 3023.0,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21544,
+    "bytes_utf8": 21544,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb0b615af3e7f9a6c3b0f801ec5fc017f7a429c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=age_of_policyholder.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "top_k": 17,
+    "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": 4.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..199eb4e0dba2e7752b8bdebeb93132217c745e88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-bed3-7d20-b000-9fbcd0185ac1"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ea60f10dd165daad236dc98e8d7cf18aabb0bc4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-d0ef-7501-9208-78196374372c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1e5bd8b87e387856/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e058c45bd4df1ff25a95f24939f159167fda3ba7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:29:40.964484+00:00",
+  "ended_at": "2026-05-19T16:29:48.772177+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_1f48397650934b1e",
+    "problem_id": "v2p_m2_3bf631617c706466",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=max_torque, measure_col=ncap_rating.",
+    "bindings": {
+      "group_col": "max_torque",
+      "measure_col": "ncap_rating",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=134"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 3,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b0588c2f8dd010a318ae99fe321b66a4a4eb461e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_1f48397650934b1e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:44.285148+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": 3305.61, "started_at": "2026-05-19T16:29:40.978461+00:00", "ended_at": "2026-05-19T16:29:44.284126+00:00", "prompt_metrics": {"chars": 21627, "bytes_utf8": 21627, "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\":\"019e4112-5653-73f3-bbdb-6ec849768bac\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:29:48.772066+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": 3483.49, "started_at": "2026-05-19T16:29:45.286922+00:00", "ended_at": "2026-05-19T16:29:48.770478+00:00", "prompt_metrics": {"chars": 21627, "bytes_utf8": 21627, "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\":\"019e4112-674c-75f0-9373-b0fb8ff8d9e6\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..303e50b778cb15241fc92a2ff694c8cfc9ed28ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:30:45.244213+00:00",
+  "ended_at": "2026-05-19T16:30:52.775756+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_20161127011f158d",
+    "problem_id": "v2p_m2_65e933f1715e97c5",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=is_esc, measure_col=population_density.",
+    "bindings": {
+      "group_col": "is_esc",
+      "measure_col": "population_density",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 7,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e90244139c71cca2e1222f1d57f5a3bcbb59cdb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_20161127011f158d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:48.322193+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": 3060.76, "started_at": "2026-05-19T16:30:45.260047+00:00", "ended_at": "2026-05-19T16:30:48.320857+00:00", "prompt_metrics": {"chars": 21637, "bytes_utf8": 21637, "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\":\"019e4113-5170-7763-a26e-ba23f6633ebd\"}\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": "2026-05-19T16:30:52.775648+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": 3415.0, "started_at": "2026-05-19T16:30:49.359470+00:00", "ended_at": "2026-05-19T16:30:52.774536+00:00", "prompt_metrics": {"chars": 21637, "bytes_utf8": 21637, "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\":\"019e4113-6169-7540-813c-8de3c44ba3c5\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f5eb15e7d42a45cf6806f302c33738cb7f7006d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/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": "2026-05-19T16:13:58.784586+00:00",
+  "ended_at": "2026-05-19T16:14:01.934548+00:00",
+  "elapsed_ms": 3149.93,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22371,
+    "bytes_utf8": 22371,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6bfe3825868ae39dd38ac64cd80a3ab985b9da07
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/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": "2026-05-19T16:14:02.937201+00:00",
+  "ended_at": "2026-05-19T16:14:05.833545+00:00",
+  "elapsed_ms": 2896.31,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22371,
+    "bytes_utf8": 22371,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66f7c16831093207c23ccabf7ee1b83a9a60f199
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age_of_car, condition_col=is_front_fog_lights.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "age_of_car",
+    "condition_col": "is_front_fog_lights",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66f7c16831093207c23ccabf7ee1b83a9a60f199
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age_of_car, condition_col=is_front_fog_lights.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "age_of_car",
+    "condition_col": "is_front_fog_lights",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22789f3c902e551c07ac145aecf35eab24c12088
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-f58f-7d33-9ed0-b84a6e812938"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50e575be036aaafad39e99e98ebdfe7c810b6507
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-f58f-7d33-9ed0-b84a6e812938"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e38d520f6c5857b7efad816aed46bd91581ae728
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-05b0-7092-b69e-886fb26e4be5"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b5a1fa2ee38c1a22761b03c44dfa4e0ac54af37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-05b0-7092-b69e-886fb26e4be5"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb55d5aeaa9cc6d8b8e4a57ecb53936f7c54db85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:13:58.776251+00:00",
+  "ended_at": "2026-05-19T16:14:05.834391+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_2145d0bc68aec5c2",
+    "problem_id": "v2p_m2_f9979126a323c4a6",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age_of_car, condition_col=is_front_fog_lights.",
+    "bindings": {
+      "group_col": "age_of_car",
+      "condition_col": "is_front_fog_lights",
+      "condition_value": "Yes",
+      "positive_value": "Yes",
+      "negative_value": "No",
+      "top_k": 12,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=42"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 7,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cf382c2061bf4d55a072aff96a34d0509356b27c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2145d0bc68aec5c2/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:01.936020+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": 3149.93, "started_at": "2026-05-19T16:13:58.784586+00:00", "ended_at": "2026-05-19T16:14:01.934548+00:00", "prompt_metrics": {"chars": 22371, "bytes_utf8": 22371, "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\":\"019e4103-f58f-7d33-9ed0-b84a6e812938\"}\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": "2026-05-19T16:14:05.834301+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": 2896.31, "started_at": "2026-05-19T16:14:02.937201+00:00", "ended_at": "2026-05-19T16:14:05.833545+00:00", "prompt_metrics": {"chars": 22371, "bytes_utf8": 22371, "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\":\"019e4104-05b0-7092-b69e-886fb26e4be5\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..406ba703f471b7ccf4f3b927c7eee060b6104cda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/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": "2026-05-19T16:24:06.006336+00:00",
+  "ended_at": "2026-05-19T16:24:09.428203+00:00",
+  "elapsed_ms": 3421.82,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21802,
+    "bytes_utf8": 21802,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..51a9cf42299b711322bbac994a10ef5433c777cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/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": "2026-05-19T16:24:10.431121+00:00",
+  "ended_at": "2026-05-19T16:24:13.877265+00:00",
+  "elapsed_ms": 3446.08,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21802,
+    "bytes_utf8": 21802,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53ad6067b047c62365e9bd8cc47b48359496a2da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_tpms, condition_col=is_front_fog_lights.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_tpms",
+    "condition_col": "is_front_fog_lights",
+    "condition_value": "No",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "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": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..53ad6067b047c62365e9bd8cc47b48359496a2da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_tpms, condition_col=is_front_fog_lights.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_tpms",
+    "condition_col": "is_front_fog_lights",
+    "condition_value": "No",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "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": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8b93b76972eb2e3280d5428e07837873a9c84c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-39ce-7982-8a40-0fa8284fec17"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e5d8545788674fe8ab22396e5267610e2a49530
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-39ce-7982-8a40-0fa8284fec17"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e7be53863b66fd11c66ddd772f9b76a7fc442c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-4b73-7972-b6c4-1028a4b217e5"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db4a58d2e0f9898a2b0efd7faeee8c474c52f5ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-4b73-7972-b6c4-1028a4b217e5"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_22e2a27ad1d7da9a/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc02753079733891adf1bb6491062c5e41695e84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_231cd8226e516ef2/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:12:37.431035+00:00",
+  "ended_at": "2026-05-19T16:12:45.011864+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_231cd8226e516ef2",
+    "problem_id": "v2p_m2_716f961bfea02088",
+    "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_brake_assist, measure_col=age_of_policyholder.",
+    "bindings": {
+      "group_col": "is_brake_assist",
+      "measure_col": "age_of_policyholder",
+      "item_col": "age_of_policyholder",
+      "top_k": 17,
+      "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": 0.509615,
+      "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=9",
+      "sql_variant_index=2/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb1afa6a98b8621da56f1d97097a54c9155811b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:39.195566+00:00",
+  "ended_at": "2026-05-19T16:20:42.170189+00:00",
+  "elapsed_ms": 2974.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21715,
+    "bytes_utf8": 21715,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a09894e52897835c45e3d50e7482d6fb0c5643d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:43.172150+00:00",
+  "ended_at": "2026-05-19T16:20:46.664984+00:00",
+  "elapsed_ms": 3492.8,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21715,
+    "bytes_utf8": 21715,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df8583fbdc6fee6261a512a057de6000e8b0932b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=area_cluster, measure_col=width.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "area_cluster",
+    "measure_col": "width",
+    "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": 1735.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df8583fbdc6fee6261a512a057de6000e8b0932b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=area_cluster, measure_col=width.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "area_cluster",
+    "measure_col": "width",
+    "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": 1735.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c41e3175c1e40e21b86e1432a72be37eb2a653b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-11b0-7771-b1c5-983ae34ba983"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5f9bc1b05cc93390136a59510668f14399b9e899
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-11b0-7771-b1c5-983ae34ba983"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d25de0feea3bfe2e0b237e3253c512c434a7035
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-2148-7333-8fd2-553fcb3d7822"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31d61066b1dc8ce3732406fd3471490aba71ccb0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-2148-7333-8fd2-553fcb3d7822"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_245c5c21b6406bea/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b4eaaf909f2caecb60d6efba9b9defab6e75131
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/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": "2026-05-19T16:17:20.919605+00:00",
+  "ended_at": "2026-05-19T16:17:24.267370+00:00",
+  "elapsed_ms": 3347.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22128,
+    "bytes_utf8": 22128,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..23d6a127e4788980b5da68d1dba5acd419dc35cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/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": "2026-05-19T16:17:25.270056+00:00",
+  "ended_at": "2026-05-19T16:17:31.060537+00:00",
+  "elapsed_ms": 5790.42,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22128,
+    "bytes_utf8": 22128,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48c3a42ee2fbcbbe0062dd5cd84b62bd87d09c22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/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 count_distribution. Focus on group_col=is_rear_window_defogger, measure_col=gross_weight.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_rear_window_defogger",
+    "measure_col": "gross_weight",
+    "top_k": 18,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1410.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48c3a42ee2fbcbbe0062dd5cd84b62bd87d09c22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/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 count_distribution. Focus on group_col=is_rear_window_defogger, measure_col=gross_weight.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_rear_window_defogger",
+    "measure_col": "gross_weight",
+    "top_k": 18,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1410.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..33cea6853aacdb040eac4ed5e27d769c284382b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-0b8a-78c2-9556-711e606ebca7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94f8163f392e1cf76bb75382babbd19d0e0c3fb2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-0b8a-78c2-9556-711e606ebca7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..95db65f80bdbb99649e7ab42f9bbec2f4b08e3bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-1ca5-7ae3-bf12-fe3a742caef9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ff52d624eff2bca0cacf8d587e3a85aa741922b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-1ca5-7ae3-bf12-fe3a742caef9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c414bc9bc273191/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0344fc2ad82a3e14e8d9eaa0ee6aa6fb38ceaec1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:10.934668+00:00",
+  "ended_at": "2026-05-19T16:08:14.588243+00:00",
+  "elapsed_ms": 3653.54,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21516,
+    "bytes_utf8": 21516,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..365cdf0670b25efb615c3262708d19a2bedf9086
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:15.591347+00:00",
+  "ended_at": "2026-05-19T16:08:18.282928+00:00",
+  "elapsed_ms": 2691.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21516,
+    "bytes_utf8": 21516,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d55bed246a6e5ed886ce9602b2dcf1312b239b13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=make, measure_col=make.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "make",
+    "top_k": 19,
+    "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": 2.0,
+    "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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d55bed246a6e5ed886ce9602b2dcf1312b239b13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=make, measure_col=make.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "make",
+    "top_k": 19,
+    "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": 2.0,
+    "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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61d6ee8169aee3fbbbc91ee941aa73b987517a31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-a6a7-7a72-9693-c65055302f3e"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6905144af94c22afcebfc11e41876d40315d43e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-a6a7-7a72-9693-c65055302f3e"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2f26aba49cc6b33a2c7ccdd38a7ab49ef7464ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-b8e8-7a03-b9e3-74b1da271956"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0b91809efe8761c17c43a9d30c00f4d822570b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-b8e8-7a03-b9e3-74b1da271956"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2c487c659480a1d6/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6130228b17e4690bafb6805b89a7b8c9f0ff721c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/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": "2026-05-19T16:11:52.576503+00:00",
+  "ended_at": "2026-05-19T16:11:55.884914+00:00",
+  "elapsed_ms": 3308.38,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21974,
+    "bytes_utf8": 21974,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9be7d52d6009bec83c8c3fd4148801397ce84e7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/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": "2026-05-19T16:11:56.886687+00:00",
+  "ended_at": "2026-05-19T16:11:59.664970+00:00",
+  "elapsed_ms": 2778.25,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21974,
+    "bytes_utf8": 21974,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d4ec33236710d6bfd0df00f3b1b7f722f264c2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/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 within_group_proportion. 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": 19,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d4ec33236710d6bfd0df00f3b1b7f722f264c2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/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 within_group_proportion. 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": 19,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f777d97487532e08d594330eb1b1b2a06b1604a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-087e-7ae3-a12b-dd0b7c7004b7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3700d418cdc7772370b7d17a8a6673144b1daca2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-087e-7ae3-a12b-dd0b7c7004b7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..47da33b90659445e9a7cfd77f2b42924da9a9af2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-1951-7ee0-a833-de7a9d6257b6"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ba2a45c1e55ad83e2640eee016f6abcce5eba83
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-1951-7ee0-a833-de7a9d6257b6"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_2e4ede83787032f2/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff0d765669ff53f8364e8a5cf8db534e1d52c927
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/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": "2026-05-19T16:23:49.295946+00:00",
+  "ended_at": "2026-05-19T16:23:53.029140+00:00",
+  "elapsed_ms": 3733.15,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21830,
+    "bytes_utf8": 21830,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a915481082c7b02d92a7b9a6f43fa1baa37576d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/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": "2026-05-19T16:23:54.032799+00:00",
+  "ended_at": "2026-05-19T16:23:57.734851+00:00",
+  "elapsed_ms": 3701.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21830,
+    "bytes_utf8": 21830,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7e1acbd096280b67bc302309d2dea5b51372f07
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=is_adjustable_steering, condition_col=steering_type.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "condition_col": "steering_type",
+    "condition_value": "Electric",
+    "positive_value": "Power",
+    "negative_value": "Electric",
+    "top_k": 17,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7e1acbd096280b67bc302309d2dea5b51372f07
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=is_adjustable_steering, condition_col=steering_type.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "condition_col": "steering_type",
+    "condition_value": "Electric",
+    "positive_value": "Power",
+    "negative_value": "Electric",
+    "top_k": 17,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e16ccbe962c51bcef813591696c2a893965613b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-f898-7853-91cc-4628a45411e7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87b0929849f490b7f175aa52fe364d152ba58b39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-f898-7853-91cc-4628a45411e7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f52c070c45a27bf7a04f8509d645e4a0d507333
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-0b64-76f3-bbfd-db29284991e6"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc7d4e1c4ecb17791e8876c8a146a316d8ffa8cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-0b64-76f3-bbfd-db29284991e6"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3097b65962abaeb8/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..31d965a33fe86971c40e53c6fa24076b20017a34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:16.965166+00:00",
+  "ended_at": "2026-05-19T16:20:20.193571+00:00",
+  "elapsed_ms": 3228.36,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21729,
+    "bytes_utf8": 21729,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e18e9bbb32b0dabc8b945f42d303cf73982e37a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:21.196478+00:00",
+  "ended_at": "2026-05-19T16:20:24.180371+00:00",
+  "elapsed_ms": 2983.84,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21729,
+    "bytes_utf8": 21729,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6173bc6d6f2cc4656e2f823e90a4b194b1abd79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age_of_policyholder, measure_col=length.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "measure_col": "length",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3995.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6173bc6d6f2cc4656e2f823e90a4b194b1abd79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age_of_policyholder, measure_col=length.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "measure_col": "length",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3995.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74e9f2dfebca011177068a0a6ae4392a2f2ac37b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-bacf-75e1-aebb-9353114f92f5"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..79bdf8cb5503df936fc1ea8713ace889ea4ff914
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-bacf-75e1-aebb-9353114f92f5"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af0a792557018dae9caaf917531634b104a48b25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-cb56-7461-a6ad-7e3f8305e8e1"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa2dec67a20ed48be17809589034f7242b70b325
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-cb56-7461-a6ad-7e3f8305e8e1"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6af9ad098d02175dc9f1f74309525d05e27fe8d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:20:16.951400+00:00",
+  "ended_at": "2026-05-19T16:20:24.181656+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_32a664bd2ba365c0",
+    "problem_id": "v2p_m2_8a56de732408921a",
+    "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=age_of_policyholder, measure_col=length.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "measure_col": "length",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 3995.0,
+      "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": "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=85"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 2,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8835527d99444be75b4d6f414f9bc6a55157c9d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_32a664bd2ba365c0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:20:20.194360+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": 3228.36, "started_at": "2026-05-19T16:20:16.965166+00:00", "ended_at": "2026-05-19T16:20:20.193571+00:00", "prompt_metrics": {"chars": 21729, "bytes_utf8": 21729, "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\":\"019e4109-bacf-75e1-aebb-9353114f92f5\"}\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": "2026-05-19T16:20:24.181526+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": 2983.84, "started_at": "2026-05-19T16:20:21.196478+00:00", "ended_at": "2026-05-19T16:20:24.180371+00:00", "prompt_metrics": {"chars": 21729, "bytes_utf8": 21729, "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\":\"019e4109-cb56-7461-a6ad-7e3f8305e8e1\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ea9aee62ce60b5d40ece3c6a9e9eeb66a78e852
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:07:20.295697+00:00",
+  "ended_at": "2026-05-19T16:07:28.121083+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_3e04a1a85d3b4aa0",
+    "problem_id": "v2p_m2_a618d03d7d470b44",
+    "dataset_id": "m2",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_conditional_contrast",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=age_of_policyholder, measure_col=age_of_car.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "measure_col": "age_of_car",
+      "top_k": 16,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.09,
+      "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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=2/2",
+      "binding_index=1"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 2,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e0e1d3d902d75500ea3a7036fa98be177b16bab6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3e04a1a85d3b4aa0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:07:23.649280+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": 3337.63, "started_at": "2026-05-19T16:07:20.310003+00:00", "ended_at": "2026-05-19T16:07:23.647689+00:00", "prompt_metrics": {"chars": 21560, "bytes_utf8": 21560, "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\":\"019e40fd-e12d-7151-8c91-9be57c8b691b\"}\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": "2026-05-19T16:07:28.120951+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": 3468.23, "started_at": "2026-05-19T16:07:24.651699+00:00", "ended_at": "2026-05-19T16:07:28.119979+00:00", "prompt_metrics": {"chars": 21560, "bytes_utf8": 21560, "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\":\"019e40fd-f212-7191-87d7-374d88697c8b\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a98c0b72d9fcc3c350395784991ff65e292d087f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:34.118709+00:00",
+  "ended_at": "2026-05-19T16:25:37.710073+00:00",
+  "elapsed_ms": 3591.32,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21824,
+    "bytes_utf8": 21824,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b160a1130b0342d592987a15ca4b0f81318409ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:38.713141+00:00",
+  "ended_at": "2026-05-19T16:25:42.123450+00:00",
+  "elapsed_ms": 3410.26,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21824,
+    "bytes_utf8": 21824,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1b09c91f3f9057524cf81910abd5708067e763a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=transmission_type, condition_col=is_central_locking.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "transmission_type",
+    "condition_col": "is_central_locking",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1b09c91f3f9057524cf81910abd5708067e763a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=transmission_type, condition_col=is_central_locking.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "transmission_type",
+    "condition_col": "is_central_locking",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f98bd8b0fe623f6dbe4166ddf5527351b61cffb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-9209-73d1-962f-c7d48d3aa2ed"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19419b34cbca436e8f9aa93a39e546bb55a7e4ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-9209-73d1-962f-c7d48d3aa2ed"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05804f52d981525713fd50eb6957dccd14478ef0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-a418-7f92-b3d2-0fe1776fe72c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0300b9f5fc42076945a66a0f2887f0ed267fa2d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-a418-7f92-b3d2-0fe1776fe72c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_3fb54192723c1f43/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bba04b2b6196d9f94b9aaf92eb3f834e712c0090
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:02.950428+00:00",
+  "ended_at": "2026-05-19T16:27:06.374290+00:00",
+  "elapsed_ms": 3423.82,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21573,
+    "bytes_utf8": 21573,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f7e435c869a1ede50bdae039f6da5f59f9b4ada
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:07.377868+00:00",
+  "ended_at": "2026-05-19T16:27:10.940125+00:00",
+  "elapsed_ms": 3562.19,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21573,
+    "bytes_utf8": 21573,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf7bda4bb03900cd846b7c7e85ab5231658b612d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/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 rare_extreme_view. Focus on group_col=is_driver_seat_height_adjustable.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_driver_seat_height_adjustable",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf7bda4bb03900cd846b7c7e85ab5231658b612d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/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 rare_extreme_view. Focus on group_col=is_driver_seat_height_adjustable.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_driver_seat_height_adjustable",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32ee4dfdbd8b96c32056e00fbcf64ceeacbc1b22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-ed25-7723-8f0a-3ebea2bb469c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6f8273aee11827543d8845c510c8590ebc058482
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-ed25-7723-8f0a-3ebea2bb469c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a3ae7cf79aad8bd0c6340de492a4b5f9b15bbc1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-fe70-7c82-bd88-7e471d8c3507"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea0d61332f6988bb2931fdf878a339021362c909
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-fe70-7c82-bd88-7e471d8c3507"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_43f6c502f1c69c23/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..afe3a6941fcf1fe22770b2c7d820a3d9f39ad15a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/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": "2026-05-19T16:11:37.792704+00:00",
+  "ended_at": "2026-05-19T16:11:40.773410+00:00",
+  "elapsed_ms": 2980.68,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21981,
+    "bytes_utf8": 21981,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..27232fa8d46bcd4a058a7dafabc012d68e5a6ebd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/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": "2026-05-19T16:11:41.775479+00:00",
+  "ended_at": "2026-05-19T16:11:45.253974+00:00",
+  "elapsed_ms": 3478.46,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21981,
+    "bytes_utf8": 21981,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f05f32f3ba85c81a4f5eb3428f2613a382f2c4c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/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_front_fog_lights, measure_col=gross_weight.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_front_fog_lights",
+    "measure_col": "gross_weight",
+    "item_col": "population_density",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1410.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f05f32f3ba85c81a4f5eb3428f2613a382f2c4c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/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_front_fog_lights, measure_col=gross_weight.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_front_fog_lights",
+    "measure_col": "gross_weight",
+    "item_col": "population_density",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1410.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fbdb4bfc47472600e6bf23fec2654c203ecf6481
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-cefd-7482-804d-898bb561bfdb"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..878d27d4407b40aae9191859a24d936bea425efd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-cefd-7482-804d-898bb561bfdb"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..338900e216bae5c040749ab8a4b92c84bbcc1d87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-de60-75a1-aefb-8173bdb7bb62"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..63bb354c2a7ef39573f83e5e6f4113ef3d07b0fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-de60-75a1-aefb-8173bdb7bb62"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4762b1210fe81183/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7086ace7e92cd283de9babfd66e494d6d41e85a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:17.699252+00:00",
+  "ended_at": "2026-05-19T16:29:21.190131+00:00",
+  "elapsed_ms": 3490.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21609,
+    "bytes_utf8": 21609,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..506782618f69ce4443c752962f03a29542b9d090
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:22.192852+00:00",
+  "ended_at": "2026-05-19T16:29:25.766984+00:00",
+  "elapsed_ms": 3574.08,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21609,
+    "bytes_utf8": 21609,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48fa66d4a9961e8ffc93838e0cac39a3ec41bbc1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=model, measure_col=height.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "height",
+    "top_k": 17,
+    "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": 1530.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48fa66d4a9961e8ffc93838e0cac39a3ec41bbc1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=model, measure_col=height.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "height",
+    "top_k": 17,
+    "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": 1530.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f881b1b28b086e9f1a2fbc42a2a47fa7cdd6b9cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-fb75-74b2-9369-01c6c5ba1906"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2abc5ce3ab9c92dcaa7456711b8ffeca28ee0013
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-fb75-74b2-9369-01c6c5ba1906"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7aea573c4db45ea2e74de10a44f169ad862f77b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-0d14-7da3-9a8c-b9cc1453fab6"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a49d87079a16eabc92cfb7eb277f8eedc0e16afe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-0d14-7da3-9a8c-b9cc1453fab6"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_47b9daed6a6f0b6b/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e40c9fcfa293b4754d0de9f451cf8e4d91c89bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/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": "2026-05-19T16:23:30.923440+00:00",
+  "ended_at": "2026-05-19T16:23:34.574436+00:00",
+  "elapsed_ms": 3650.95,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21777,
+    "bytes_utf8": 21777,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5f5db9c818545a2e55fef147ccea72b254cc636
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/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": "2026-05-19T16:23:35.577609+00:00",
+  "ended_at": "2026-05-19T16:23:39.157073+00:00",
+  "elapsed_ms": 3579.35,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21777,
+    "bytes_utf8": 21777,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b2affac61385c2c5b8fc30e4a0b370d838add57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_esc, condition_col=gear_box.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_esc",
+    "condition_col": "gear_box",
+    "condition_value": "6",
+    "positive_value": "5",
+    "negative_value": "6",
+    "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": 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 {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b2affac61385c2c5b8fc30e4a0b370d838add57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=is_esc, condition_col=gear_box.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_esc",
+    "condition_col": "gear_box",
+    "condition_value": "6",
+    "positive_value": "5",
+    "negative_value": "6",
+    "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": 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 {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e448a505654903602d29294ea89c19f743c7ee56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-b0c6-7232-8653-d87f7e486a8f"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6c4f170753137a79c4d3cc663559963f3191a9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-b0c6-7232-8653-d87f7e486a8f"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4c52fe1630c3a867841de071304d226e32f42b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-c305-7261-9fd1-44d11cc72824"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab5b63afbfe712055fdce390c4dbde689a48b404
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-c305-7261-9fd1-44d11cc72824"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4b8af19fa43496c6/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..67993bdee15707d1a57c39b110639e3734b3a732
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/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": "2026-05-19T16:22:48.032679+00:00",
+  "ended_at": "2026-05-19T16:22:52.082955+00:00",
+  "elapsed_ms": 4050.23,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21741,
+    "bytes_utf8": 21741,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..186f48eae1115658e56b4a3d9418bccb28bc189e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/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": "2026-05-19T16:22:53.085718+00:00",
+  "ended_at": "2026-05-19T16:22:56.370628+00:00",
+  "elapsed_ms": 3284.86,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21741,
+    "bytes_utf8": 21741,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78811f604e55ae4df82dc93dacd7a66d30d328ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=max_torque, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "max_torque",
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78811f604e55ae4df82dc93dacd7a66d30d328ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=max_torque, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "max_torque",
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ae99570feb6ad175e12798b4f0bce93178fffba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-095e-7081-9428-6560436e0625"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd618926dc04e28a8617b916035820ce5431cc68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-095e-7081-9428-6560436e0625"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed57ace3639cb90c9705392093f5fb37b9f98115
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-1d28-7562-8ca1-bb33a8105007"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e538194489e06ad7bf93b52e316fc806f54917b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-1d28-7562-8ca1-bb33a8105007"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ce9eb4e5499140c/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e940a35f9ab745fdb4a8d7a3677af05fb72cba0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:20.685955+00:00",
+  "ended_at": "2026-05-19T16:15:24.232512+00:00",
+  "elapsed_ms": 3546.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21882,
+    "bytes_utf8": 21882,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..100d5deb801349cd742b930f5e3ac8d9c13426e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:25.234568+00:00",
+  "ended_at": "2026-05-19T16:15:30.007840+00:00",
+  "elapsed_ms": 4773.23,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21882,
+    "bytes_utf8": 21882,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67da402ec295d67c30ce3620a36fa8ec7311d47b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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_parking_camera.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "is_parking_camera",
+    "predicate_col": "airbags",
+    "predicate_op": ">=",
+    "predicate_value": 6.0,
+    "top_k": 10,
+    "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": 3995.0,
+    "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67da402ec295d67c30ce3620a36fa8ec7311d47b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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_parking_camera.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "is_parking_camera",
+    "predicate_col": "airbags",
+    "predicate_op": ">=",
+    "predicate_value": 6.0,
+    "top_k": 10,
+    "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": 3995.0,
+    "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2be59b572bd925e31f9c6a1c8a2f8e15553982d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-3560-71d0-a151-36e5501e14e3"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b7fce94e24e86475ced21ae2ea9895d0f341e8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-3560-71d0-a151-36e5501e14e3"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2cceaef377748301064e84c52f2a726c8f7dad2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-4748-7bd1-b115-6cd589f50292"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc81a4748689a49bbb6f405d711b6d8a099c51a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-4748-7bd1-b115-6cd589f50292"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1aedeccbc72dd68bc3b5b0ed23d3e6abe1123ea6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:15:20.676671+00:00",
+  "ended_at": "2026-05-19T16:15:30.009102+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_4ff518565fb16d46",
+    "problem_id": "v2p_m2_5a0c9114bdec72ca",
+    "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_parking_camera.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "group_col_2": "is_parking_camera",
+      "predicate_col": "airbags",
+      "predicate_op": ">=",
+      "predicate_value": 6.0,
+      "top_k": 10,
+      "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": 3995.0,
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=55"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee0159ad3a25545df2a80fb18f61a0f51fddb92b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_4ff518565fb16d46/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:24.233470+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": 3546.53, "started_at": "2026-05-19T16:15:20.685955+00:00", "ended_at": "2026-05-19T16:15:24.232512+00:00", "prompt_metrics": {"chars": 21882, "bytes_utf8": 21882, "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\":\"019e4105-3560-71d0-a151-36e5501e14e3\"}\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": "2026-05-19T16:15:30.009011+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": 4773.23, "started_at": "2026-05-19T16:15:25.234568+00:00", "ended_at": "2026-05-19T16:15:30.007840+00:00", "prompt_metrics": {"chars": 21882, "bytes_utf8": 21882, "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\":\"019e4105-4748-7bd1-b115-6cd589f50292\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3e1f111c6fe0e981e21af00f946d076b5864939
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:24:44.993147+00:00",
+  "ended_at": "2026-05-19T16:24:53.557691+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_51fb5b813801ee20",
+    "problem_id": "v2p_m2_31932c510bcc2f87",
+    "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": "focused_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=rear_brakes_type, condition_col=is_rear_window_defogger.",
+    "bindings": {
+      "group_col": "rear_brakes_type",
+      "condition_col": "is_rear_window_defogger",
+      "condition_value": "No",
+      "positive_value": "No",
+      "negative_value": "Yes",
+      "top_k": 11,
+      "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": 1755.0,
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=101"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b8406996b19551f28dc6000d1fbd18d316ab48bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_51fb5b813801ee20/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:24:48.746026+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": 3737.56, "started_at": "2026-05-19T16:24:45.007156+00:00", "ended_at": "2026-05-19T16:24:48.744768+00:00", "prompt_metrics": {"chars": 21820, "bytes_utf8": 21820, "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-d266-7881-844a-a9f4fd6e18d8\"}\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": "2026-05-19T16:24:53.557585+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": 3808.69, "started_at": "2026-05-19T16:24:49.747798+00:00", "ended_at": "2026-05-19T16:24:53.556542+00:00", "prompt_metrics": {"chars": 21820, "bytes_utf8": 21820, "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-e4c8-7dd3-b60b-431f279162b7\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2fdcc47ab997b6bc539bb26e93290a9fd27150cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 21440, "bytes_utf8": 21440, "lines": 622, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 21440, "bytes_utf8": 21440, "lines": 622, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18321, "cached_input_tokens": 12032, "output_tokens": 211, "reasoning_output_tokens": 128}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f925599801cf76528cdb5b3a566906dfcec368c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "m2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m2_54ac777ccdfa5306",
+    "api_calls": 0,
+    "input_tokens": 18321,
+    "cached_input_tokens": 12032,
+    "output_tokens": 211,
+    "total_tokens": 18532,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10389.97,
+    "sql_execution_elapsed_ms_total": 21.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1256acd49324324362b8ff8aaead06509c86868
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:25.487768+00:00",
+  "ended_at": "2026-05-19T16:09:28.585691+00:00",
+  "elapsed_ms": 3097.9,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21440,
+    "bytes_utf8": 21440,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8aea397248670efa281fc34ebe5d0c3ac22c8930
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:29.587743+00:00",
+  "ended_at": "2026-05-19T16:09:36.879849+00:00",
+  "elapsed_ms": 7292.07,
+  "prompt_metrics": {
+    "chars": 21440,
+    "bytes_utf8": 21440,
+    "lines": 622,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 630,
+    "bytes_utf8": 630,
+    "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": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 18321,
+      "cached_input_tokens": 12032,
+      "output_tokens": 211,
+      "reasoning_output_tokens": 128
+    }
+  },
+  "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22e839a0423f884eece63818faaa656093e83e16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_esc.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "is_esc",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22e839a0423f884eece63818faaa656093e83e16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_esc.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "is_esc",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8880d6693d266ed3f02ae9634d5cf67fb4534a34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-ca02-7b92-9e83-86d92379e592"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6920161547938443c0eb85cf165f8efd56700c53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-ca02-7b92-9e83-86d92379e592"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31e0daee595df6e55c15438cf327eb206a16b4f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-da08-7be2-9186-80834375c903"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"is_esc\\\", COUNT(*) AS row_count\\nFROM \\\"m2\\\"\\nGROUP BY \\\"is_esc\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"is_esc\\\" on the single table \\\"m2\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":18321,"cached_input_tokens":12032,"output_tokens":211,"reasoning_output_tokens":128}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..348a9d05025e1b6bfc951954f84dc04b0465dae0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"is_esc\", COUNT(*) AS row_count\nFROM \"m2\"\nGROUP BY \"is_esc\"\nORDER BY row_count DESC;","notes":"Uses the provided Grouped Count by Category template with group_col bound to \"is_esc\" on the single table \"m2\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f0ff44eb61cec455291b7713a373367ae180385
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_esc.
+Result preview: [{"is_esc": "No", "row_count": 40191}, {"is_esc": "Yes", "row_count": 18401}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..68608b24d4d5f75d2630dedaad754d37ef0f5473
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/generated_sql.sql
@@ -0,0 +1,17 @@
+-- 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: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_m2_54ac777ccdfa5306
+-- problem_id: v2p_m2_6217e1f48971ae80
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "is_esc", COUNT(*) AS row_count
+FROM "m2"
+GROUP BY "is_esc"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d161fafb1dfb81cdd0f81d99175f43e108a7ded2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"is_esc\", COUNT(*) AS row_count\nFROM \"m2\"\nGROUP BY \"is_esc\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"is_esc\\\", COUNT(*) AS row_count\\nFROM \\\"m2\\\"\\nGROUP BY \\\"is_esc\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"is_esc\", \"row_count\"], \"rows\": [{\"is_esc\": \"No\", \"row_count\": 40191}, {\"is_esc\": \"Yes\", \"row_count\": 18401}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.4}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..439494b06b17c0ea9e71a0e1fa2808ee6d8c4b47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:09:25.478131+00:00",
+  "ended_at": "2026-05-19T16:09:36.903591+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_54ac777ccdfa5306",
+    "problem_id": "v2p_m2_6217e1f48971ae80",
+    "dataset_id": "m2",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_esc.",
+    "bindings": {
+      "group_col": "is_esc",
+      "top_k": 12,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1",
+      "binding_index=12"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 1,
+    "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_54ac777ccdfa5306.sql",
+  "usage_summary": {
+    "dataset_id": "m2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m2_54ac777ccdfa5306",
+    "api_calls": 0,
+    "input_tokens": 18321,
+    "cached_input_tokens": 12032,
+    "output_tokens": 211,
+    "total_tokens": 18532,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10389.97,
+    "sql_execution_elapsed_ms_total": 21.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ef1cf8286449976e7191a025ef2cc81e23901fd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:28.586483+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": 3097.9, "started_at": "2026-05-19T16:09:25.487768+00:00", "ended_at": "2026-05-19T16:09:28.585691+00:00", "prompt_metrics": {"chars": 21440, "bytes_utf8": 21440, "lines": 622, "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\":\"019e40ff-ca02-7b92-9e83-86d92379e592\"}\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": "2026-05-19T16:09:36.880650+00:00", "event_type": "ai_cli_sql_generation", "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": 0, "elapsed_ms": 7292.07, "started_at": "2026-05-19T16:09:29.587743+00:00", "ended_at": "2026-05-19T16:09:36.879849+00:00", "prompt_metrics": {"chars": 21440, "bytes_utf8": 21440, "lines": 622, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18321, "cached_input_tokens": 12032, "output_tokens": 211, "reasoning_output_tokens": 128}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"is_esc\\\", COUNT(*) AS row_count\\nFROM \\\"m2\\\"\\nGROUP BY \\\"is_esc\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"is_esc\\\" on the single table \\\"m2\\\".\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2de7bd2265ee3a889dd987d029248b15d4ba8685
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "m2",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_m2_54ac777ccdfa5306",
+  "api_calls": 0,
+  "input_tokens": 18321,
+  "cached_input_tokens": 12032,
+  "output_tokens": 211,
+  "total_tokens": 18532,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 10389.97,
+  "sql_execution_elapsed_ms_total": 21.4,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_54ac777ccdfa5306/cli/conversation.jsonl",
+  "note": "Executed through a local AI CLI with structured usage metadata."
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..44f6529f56e0054702ac100b3cf0de5877214f8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/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": "2026-05-19T16:30:37.244234+00:00",
+  "ended_at": "2026-05-19T16:30:40.693525+00:00",
+  "elapsed_ms": 3449.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21642,
+    "bytes_utf8": 21642,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a11f2947a847fe536521f488219a6f090f71685
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/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": "2026-05-19T16:30:41.696168+00:00",
+  "ended_at": "2026-05-19T16:30:45.242283+00:00",
+  "elapsed_ms": 3546.05,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21642,
+    "bytes_utf8": 21642,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..610037c49bb76f128ce4e08fbce41ebcba8b477a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=airbags, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "airbags",
+    "measure_col": "age_of_policyholder",
+    "top_k": 17,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.509615,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..610037c49bb76f128ce4e08fbce41ebcba8b477a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=airbags, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "airbags",
+    "measure_col": "age_of_policyholder",
+    "top_k": 17,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.509615,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b7bf89fc039bc020ba916384b70d140b751d8ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-3239-74f3-82c0-26e2e6cfb751"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfd5a33e37c3da79d3239e4cb2053fcf7793bf16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-3239-74f3-82c0-26e2e6cfb751"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2dfd810c7a3c443eb88d9ffcf948e049bc803e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-4377-7671-b9f6-c275bd249d1a"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7db36ff7ac93fd7838082bf8e98006b826bebbb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-4377-7671-b9f6-c275bd249d1a"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55ad298d9ca633d7/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad1cc9c81e5fb00dda3efddd6d3a35e4d4d6c5c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:00.309921+00:00",
+  "ended_at": "2026-05-19T16:31:03.747689+00:00",
+  "elapsed_ms": 3437.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21632,
+    "bytes_utf8": 21632,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..40e965709dbda274b45d5c53a933682f76cfbdc2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:04.751420+00:00",
+  "ended_at": "2026-05-19T16:31:08.146252+00:00",
+  "elapsed_ms": 3394.76,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21632,
+    "bytes_utf8": 21632,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..839cf357990c59c8404fbce53674fba3007c140c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=is_adjustable_steering, measure_col=make.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "measure_col": "make",
+    "top_k": 14,
+    "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": 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 DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..839cf357990c59c8404fbce53674fba3007c140c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=is_adjustable_steering, measure_col=make.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "measure_col": "make",
+    "top_k": 14,
+    "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": 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 DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..567293d2b89e1569fd6a28e46f3c6e7fe7922427
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-8c25-7431-b906-4ac2cdad2870"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c252fe69f49f641dd216ce06c385558875ff243
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-8c25-7431-b906-4ac2cdad2870"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8331fb32f681ce50223b5a53cd8738616d60b034
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-9da1-7b80-b37f-6ac15e3a588b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fdf8c19a1e53faef55de2dc20a53b10c2f87415
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-9da1-7b80-b37f-6ac15e3a588b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..59c6c976a4b70b4080dfb6acb44d9c95550a8290
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:00.295679+00:00",
+  "ended_at": "2026-05-19T16:31:08.147350+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_55fdb20e19fe571b",
+    "problem_id": "v2p_m2_1b9ce4588479af2b",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "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 Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=is_adjustable_steering, measure_col=make.",
+    "bindings": {
+      "group_col": "is_adjustable_steering",
+      "measure_col": "make",
+      "top_k": 14,
+      "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": 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",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=139"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..758be4b19e88ca1f99c8596146085451e647b632
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_55fdb20e19fe571b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:03.748961+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": 3437.72, "started_at": "2026-05-19T16:31:00.309921+00:00", "ended_at": "2026-05-19T16:31:03.747689+00:00", "prompt_metrics": {"chars": 21632, "bytes_utf8": 21632, "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\":\"019e4113-8c25-7431-b906-4ac2cdad2870\"}\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": "2026-05-19T16:31:08.147247+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": 3394.76, "started_at": "2026-05-19T16:31:04.751420+00:00", "ended_at": "2026-05-19T16:31:08.146252+00:00", "prompt_metrics": {"chars": 21632, "bytes_utf8": 21632, "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\":\"019e4113-9da1-7b80-b37f-6ac15e3a588b\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d9b72e7c754d2780aebecb1610eba2fe1c31758e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/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": "2026-05-19T16:07:28.131748+00:00",
+  "ended_at": "2026-05-19T16:07:31.426299+00:00",
+  "elapsed_ms": 3294.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21566,
+    "bytes_utf8": 21566,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb585ac91681fb5dedc5760417a3f215936f5f0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/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": "2026-05-19T16:07:32.428812+00:00",
+  "ended_at": "2026-05-19T16:07:35.235725+00:00",
+  "elapsed_ms": 2806.88,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21566,
+    "bytes_utf8": 21566,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f9414a4e276e0344d18d983ce7b90524770d4e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=area_cluster, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "area_cluster",
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f9414a4e276e0344d18d983ce7b90524770d4e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=area_cluster, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "area_cluster",
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec1d3f159da4942e6c227380f13a1e09c378f168
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-ff7c-75e1-8baa-e00f0781e824"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30fb015439511b1c157661de4b937af365d982df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fd-ff7c-75e1-8baa-e00f0781e824"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..381fd6464db218e222d605f81aec06b5c64726f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-1041-7921-a7b7-fc3bc709688d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f47edad8925a5f8225fc6ffa90db8e4c93aaade
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-1041-7921-a7b7-fc3bc709688d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_56a2a0d7d02ba3cd/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..72e98f677a995d433eecbc82f8bc4f9ac4e298f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:08:25.490031+00:00",
+  "ended_at": "2026-05-19T16:08:32.536901+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_571506585ae1706b",
+    "problem_id": "v2p_m2_d81c1ebf86422c9d",
+    "dataset_id": "m2",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=segment, measure_col=airbags.",
+    "bindings": {
+      "group_col": "segment",
+      "measure_col": "airbags",
+      "top_k": 15,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 2.0,
+      "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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=5"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4283925c17297b3040aa12429c398f6ca4be67a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_571506585ae1706b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:28.696230+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": 3196.99, "started_at": "2026-05-19T16:08:25.498432+00:00", "ended_at": "2026-05-19T16:08:28.695444+00:00", "prompt_metrics": {"chars": 21529, "bytes_utf8": 21529, "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\":\"019e40fe-df98-7241-ade7-085f569ac903\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:32.536805+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": 2837.79, "started_at": "2026-05-19T16:08:29.698201+00:00", "ended_at": "2026-05-19T16:08:32.536032+00:00", "prompt_metrics": {"chars": 21529, "bytes_utf8": 21529, "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\":\"019e40fe-eff9-7ca2-9db8-373debb7f109\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..93754a1efc59147877f9ce5089635b422f4ba814
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/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": "2026-05-19T16:23:39.174140+00:00",
+  "ended_at": "2026-05-19T16:23:44.672196+00:00",
+  "elapsed_ms": 5498.02,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21820,
+    "bytes_utf8": 21820,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b55662fcb5935ebf5db49992a69b48bc9f0d71f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/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": "2026-05-19T16:23:45.675359+00:00",
+  "ended_at": "2026-05-19T16:23:49.280789+00:00",
+  "elapsed_ms": 3605.36,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21820,
+    "bytes_utf8": 21820,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f95d31217995a993ac83c3521e76f674aa97dda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=is_adjustable_steering, condition_col=steering_type.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "condition_col": "steering_type",
+    "condition_value": "Power",
+    "positive_value": "Power",
+    "negative_value": "Electric",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f95d31217995a993ac83c3521e76f674aa97dda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=is_adjustable_steering, condition_col=steering_type.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "condition_col": "steering_type",
+    "condition_value": "Power",
+    "positive_value": "Power",
+    "negative_value": "Electric",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 4.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77aefa772dc85051d7024357315d3cc8b55c7359
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-d162-70b3-90f9-a2b50fa3acfb"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc0a0ac7220f0b75f441d9919e459a5740e31352
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-d162-70b3-90f9-a2b50fa3acfb"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15810eced230364d84937ad5405851594d997951
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-ea98-7c42-a2a0-a9b82a252653"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5441fd36c81fe1e657b220991cfb846e5f1d82f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-ea98-7c42-a2a0-a9b82a252653"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5735ae4c5e8d5b17/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ac5c7ae9e72610f3b16280118d4893688e7edfb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:30:52.776221+00:00",
+  "ended_at": "2026-05-19T16:31:00.295218+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_593d28e678db1363",
+    "problem_id": "v2p_m2_013ab0222e62804b",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "slice_level_consistency",
+    "intended_facet_id": "conditional_interaction_hotspots",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=is_esc, measure_col=population_density.",
+    "bindings": {
+      "group_col": "is_esc",
+      "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": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=138"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b748e0ce39c9b090fcc93ff93dfc30d490d946a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_593d28e678db1363/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:55.935404+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": 3143.88, "started_at": "2026-05-19T16:30:52.790566+00:00", "ended_at": "2026-05-19T16:30:55.934487+00:00", "prompt_metrics": {"chars": 21636, "bytes_utf8": 21636, "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\":\"019e4113-6eef-7031-a682-8c35740a3a7f\"}\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": "2026-05-19T16:31:00.294939+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": 3355.91, "started_at": "2026-05-19T16:30:56.937742+00:00", "ended_at": "2026-05-19T16:31:00.293714+00:00", "prompt_metrics": {"chars": 21636, "bytes_utf8": 21636, "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\":\"019e4113-7ef4-7331-bbe8-fd5ea7418abb\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cc119e915ae9983a29214bae30a703e4415baba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:59.491324+00:00",
+  "ended_at": "2026-05-19T16:21:02.307076+00:00",
+  "elapsed_ms": 2815.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21731,
+    "bytes_utf8": 21731,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..36abb1c8ef6aeb4e6d29bf808c5fe792d71c179c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/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": "2026-05-19T16:21:03.309912+00:00",
+  "ended_at": "2026-05-19T16:21:24.685303+00:00",
+  "elapsed_ms": 21375.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21731,
+    "bytes_utf8": 21731,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db32b1efa977afd7cbb2d9b96e91d27b9348718c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=population_density, measure_col=height.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "population_density",
+    "measure_col": "height",
+    "top_k": 17,
+    "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": 1530.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db32b1efa977afd7cbb2d9b96e91d27b9348718c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=population_density, measure_col=height.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "population_density",
+    "measure_col": "height",
+    "top_k": 17,
+    "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": 1530.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61c8aef9a4a6b979bd633e99514680990b82ce4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-60fd-77e1-b9c6-04e7eba84baa"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7e0f3f04b0761fd0a99547a5b4d35a326107933
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-60fd-77e1-b9c6-04e7eba84baa"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba4c08729f165619809cfd4ab58cb8518e50323c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-6fbc-7721-8db6-ac423b3f4b1f"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..064e13b5857bb620eb96546cccb9650381c8a649
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-6fbc-7721-8db6-ac423b3f4b1f"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5c93869e9b4eb7e8/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bced8e636023e2d97c8f4eec21f0cc0c1811fc47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/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": "2026-05-19T16:17:41.819449+00:00",
+  "ended_at": "2026-05-19T16:17:45.351425+00:00",
+  "elapsed_ms": 3531.93,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22108,
+    "bytes_utf8": 22108,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0a43d98612a4b3f22456c901ee89499dd4c568b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/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": "2026-05-19T16:17:46.354230+00:00",
+  "ended_at": "2026-05-19T16:17:50.068259+00:00",
+  "elapsed_ms": 3713.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22108,
+    "bytes_utf8": 22108,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cad9db99f69b50dab3251f380289a1557ebdb949
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/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_brake_assist, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_brake_assist",
+    "measure_col": "ncap_rating",
+    "top_k": 19,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cad9db99f69b50dab3251f380289a1557ebdb949
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/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_brake_assist, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_brake_assist",
+    "measure_col": "ncap_rating",
+    "top_k": 19,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50e0168173c4acd9aa21ae0182c708a08e4bd636
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-5d3e-7171-b3e6-46bc3273d08b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e92d7fa643cc57caf01261a8292f2290e3cc9f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-5d3e-7171-b3e6-46bc3273d08b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..304fc0a1d0ad971e4ca40d53b738ddc93ba75910
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-6f06-7760-a408-645d25dda375"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6e5fd8ceb66f2762f6ac240737407465c5d3a04
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-6f06-7760-a408-645d25dda375"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_5ef3dff3c7a32af8/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..04e935eda7f2d252a4d245d3c8f896bc8ade2a67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:27.103382+00:00",
+  "ended_at": "2026-05-19T16:27:30.232629+00:00",
+  "elapsed_ms": 3129.19,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21565,
+    "bytes_utf8": 21565,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dbbc1d46f1645221039b2d44273f4b279298558
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:31.235795+00:00",
+  "ended_at": "2026-05-19T16:27:34.738331+00:00",
+  "elapsed_ms": 3502.47,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21565,
+    "bytes_utf8": 21565,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..774f42fae2e5e1f57eae4488a5716677e5e25165
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_day_night_rear_view_mirror.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "top_k": 16,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..774f42fae2e5e1f57eae4488a5716677e5e25165
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/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_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_day_night_rear_view_mirror.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "top_k": 16,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..782e4764156e019949cc5c9d15bae2a4a5ee5318
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-4b72-70c2-b26d-a1b8fdc75cab"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bccd97206cda86ed2edc1bd49ffa402aae0f4f78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-4b72-70c2-b26d-a1b8fdc75cab"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..563aa9248f5a0f86e0a4d958da76ecbff2e87298
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-5b7e-7712-b8b9-d3c27a23d00f"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08bb219f6a879c3706a1d5d7109f77c52182eb60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-5b7e-7712-b8b9-d3c27a23d00f"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_604c893c2ef20541/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..51ff9e605944c078ebd3256cee3e7e2cf9e16415
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:08:55.916794+00:00",
+  "ended_at": "2026-05-19T16:09:04.343727+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_62da963f6a73bedf",
+    "problem_id": "v2p_m2_6613d755a83dc352",
+    "dataset_id": "m2",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_conditional_contrast",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fuel_type, measure_col=cylinder.",
+    "bindings": {
+      "group_col": "fuel_type",
+      "measure_col": "cylinder",
+      "top_k": 17,
+      "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": 4.0,
+      "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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=2/2",
+      "binding_index=7"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4dc6c4b189ec3d3c6ac303bcd4418d1d66f17351
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_62da963f6a73bedf/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:00.256907+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": 4331.02, "started_at": "2026-05-19T16:08:55.925038+00:00", "ended_at": "2026-05-19T16:09:00.256088+00:00", "prompt_metrics": {"chars": 21535, "bytes_utf8": 21535, "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\":\"019e40ff-566b-7853-82fa-f699aafb9b61\"}\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": "2026-05-19T16:09:04.343643+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": 3084.12, "started_at": "2026-05-19T16:09:01.258732+00:00", "ended_at": "2026-05-19T16:09:04.342891+00:00", "prompt_metrics": {"chars": 21535, "bytes_utf8": 21535, "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\":\"019e40ff-6b6b-73b1-b9ad-b98702f7c4bf\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c138f1efc62f313e7d3996b74543702ea9764cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "Drum", "support": 44574, "support_share": 0.7607523211359912, "cumulative_support": 44574}, {"value_label": "Disc", "support": 14018, "support_share": 0.23924767886400874, "cumulative_support": 58592}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..104d09ee91a88c53d8388e56141e715662aa6633
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/generated_sql.sql
@@ -0,0 +1,28 @@
+-- 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: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m2_6388297e63c40af5
+-- problem_id: v2p_m2_041d8e10fb9bd36d
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "rear_brakes_type" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "rear_brakes_type"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6fc131ae1cc82499bb1dd31019dcc56d2d9f36df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/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: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m2_6388297e63c40af5\n-- problem_id: v2p_m2_041d8e10fb9bd36d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"rear_brakes_type\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"rear_brakes_type\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\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: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m2_6388297e63c40af5\\n-- problem_id: v2p_m2_041d8e10fb9bd36d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"rear_brakes_type\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"rear_brakes_type\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Drum\", \"support\": 44574, \"support_share\": 0.7607523211359912, \"cumulative_support\": 44574}, {\"value_label\": \"Disc\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.75}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..061e0f3b5614cb0cabec3ce55b032257fac8cb62
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.361203+00:00",
+  "ended_at": "2026-05-19T16:31:32.388228+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_6388297e63c40af5",
+    "problem_id": "v2p_m2_041d8e10fb9bd36d",
+    "dataset_id": "m2",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=rear_brakes_type.",
+    "bindings": {
+      "group_col": "rear_brakes_type"
+    },
+    "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), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 6,
+    "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_6388297e63c40af5.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"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6388297e63c40af5/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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..821d44d44898937562d7d25c20c513d3c5502c3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/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": "2026-05-19T16:24:28.994389+00:00",
+  "ended_at": "2026-05-19T16:24:31.909962+00:00",
+  "elapsed_ms": 2915.51,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21832,
+    "bytes_utf8": 21832,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..15d17e3a1b633da8137977543173734f11ad4e20
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/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": "2026-05-19T16:24:32.913234+00:00",
+  "ended_at": "2026-05-19T16:24:37.191497+00:00",
+  "elapsed_ms": 4278.19,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21832,
+    "bytes_utf8": 21832,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98f41c6e835bcb01b253f9afa2c575fc099955a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_parking_camera, condition_col=is_rear_window_washer.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_parking_camera",
+    "condition_col": "is_rear_window_washer",
+    "condition_value": "No",
+    "positive_value": "No",
+    "negative_value": "Yes",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3995.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98f41c6e835bcb01b253f9afa2c575fc099955a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_parking_camera, condition_col=is_rear_window_washer.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_parking_camera",
+    "condition_col": "is_rear_window_washer",
+    "condition_value": "No",
+    "positive_value": "No",
+    "negative_value": "Yes",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3995.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd6c20298f9f079396f3df34df254a77457fee04
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-93c1-7933-aee2-2f7f4f1825df"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d495a9f4362aea54ee6bef0fc9666d243c94159
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-93c1-7933-aee2-2f7f4f1825df"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2648178a39d4b0423a2353ed0b5cba6914b45397
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-a323-7c12-8556-f47c59a242d8"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b32101f3644130fc9af4e2c16ff8d41142f3831
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-a323-7c12-8556-f47c59a242d8"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_63c8fcd8f89dda97/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa95e3286cf84dbbf6b6a9bc49dd58bc29906c14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/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": "2026-05-19T16:13:30.218293+00:00",
+  "ended_at": "2026-05-19T16:13:33.253499+00:00",
+  "elapsed_ms": 3035.18,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22333,
+    "bytes_utf8": 22333,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecece4500445dadf0576af37fe3a62dac7552cb9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/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": "2026-05-19T16:13:34.256570+00:00",
+  "ended_at": "2026-05-19T16:13:37.507294+00:00",
+  "elapsed_ms": 3250.68,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22333,
+    "bytes_utf8": 22333,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c4aafe562f1f5177886eba5d106a4ab1bd94532
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_ecw, condition_col=cylinder.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "is_ecw",
+    "condition_col": "cylinder",
+    "condition_value": "4",
+    "positive_value": "4",
+    "negative_value": "3",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c4aafe562f1f5177886eba5d106a4ab1bd94532
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_ecw, condition_col=cylinder.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "is_ecw",
+    "condition_col": "cylinder",
+    "condition_value": "4",
+    "positive_value": "4",
+    "negative_value": "3",
+    "top_k": 13,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e6d25c3a218d920c9e9d39b9558a9f888de0dba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-85da-70f3-967a-3ad5247623e1"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82bd14d95e76a1a0a136c7ed1bdb74459fe4770a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-85da-70f3-967a-3ad5247623e1"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..430aac5cde3b903284ebb882ff33478589d053e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-95b6-7c03-a0bf-4edf789e89f3"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f14c41cdb667a4c6b802bd9f520a9a6a1c1ec1fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-95b6-7c03-a0bf-4edf789e89f3"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_64744650f776e1a3/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd5feee84a290ecf6fdf532bb0f57f32c503c2e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/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": "2026-05-19T16:19:31.787907+00:00",
+  "ended_at": "2026-05-19T16:19:35.059547+00:00",
+  "elapsed_ms": 3271.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22109,
+    "bytes_utf8": 22109,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2e85e8ba8b9085661c37c1f8f860ca0861a89bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/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": "2026-05-19T16:19:36.061609+00:00",
+  "ended_at": "2026-05-19T16:19:43.940551+00:00",
+  "elapsed_ms": 7878.9,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22109,
+    "bytes_utf8": 22109,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8483fcbc078a1701ebfaee5f7d05cd8feb5dd124
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/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_speed_alert, measure_col=displacement.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_speed_alert",
+    "measure_col": "displacement",
+    "top_k": 11,
+    "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": 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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8483fcbc078a1701ebfaee5f7d05cd8feb5dd124
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/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_speed_alert, measure_col=displacement.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_speed_alert",
+    "measure_col": "displacement",
+    "top_k": 11,
+    "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": 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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1d7042dbe82325d179647e5e6d39ba7ae0c21c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-0a5f-7f20-b3c0-84bc6fd863a5"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7696f0e0931b2ae23153938eb0e4f6c3887c518
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-0a5f-7f20-b3c0-84bc6fd863a5"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a974aa7244af30b1be04889af78a7de556da0282
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-1af1-7e82-bd2e-b889f5ad19f5"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..050160a936350853f0e7caa03b9f55f4e7d28996
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-1af1-7e82-bd2e-b889f5ad19f5"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_65fec75ff33de29f/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb19e4b6ab3d083e93dfec920f60d0791f6030d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "Petrol", "support": 20532, "support_share": 0.3504232659748771, "cumulative_support": 20532}, {"value_label": "CNG", "support": 20330, "support_share": 0.3469756963407974, "cumulative_support": 40862}, {"value_label": "Diesel", "support": 17730, "support_share": 0.3026010376843255, "cumulative_support": 58592}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5f8ed790c40f05d5821a558ec8ab66d263688f96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/generated_sql.sql
@@ -0,0 +1,28 @@
+-- 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: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m2_6cc4bc24d0a46b51
+-- problem_id: v2p_m2_fcd590727e08aed2
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "fuel_type" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "fuel_type"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b4783ee2ca5ab87083229b0784d1ff986901e45d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/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: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m2_6cc4bc24d0a46b51\n-- problem_id: v2p_m2_fcd590727e08aed2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"fuel_type\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"fuel_type\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\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: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m2_6cc4bc24d0a46b51\\n-- problem_id: v2p_m2_fcd590727e08aed2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"fuel_type\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"fuel_type\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Petrol\", \"support\": 20532, \"support_share\": 0.3504232659748771, \"cumulative_support\": 20532}, {\"value_label\": \"CNG\", \"support\": 20330, \"support_share\": 0.3469756963407974, \"cumulative_support\": 40862}, {\"value_label\": \"Diesel\", \"support\": 17730, \"support_share\": 0.3026010376843255, \"cumulative_support\": 58592}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.51}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c4c6f4185e86b6aa656725b2cf786a27b438428
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.258678+00:00",
+  "ended_at": "2026-05-19T16:31:32.291253+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_6cc4bc24d0a46b51",
+    "problem_id": "v2p_m2_fcd590727e08aed2",
+    "dataset_id": "m2",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type.",
+    "bindings": {
+      "group_col": "fuel_type"
+    },
+    "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), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_6cc4bc24d0a46b51.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"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6cc4bc24d0a46b51/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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee874c9e538c05d48bca370d9dc74b883cb864f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:37.154494+00:00",
+  "ended_at": "2026-05-19T16:15:40.219324+00:00",
+  "elapsed_ms": 3064.8,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21717,
+    "bytes_utf8": 21717,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2225ba63ee32cccd3216a400f3dbbe18c2c00fb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:41.221304+00:00",
+  "ended_at": "2026-05-19T16:15:44.310586+00:00",
+  "elapsed_ms": 3089.25,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21717,
+    "bytes_utf8": 21717,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94b79b1ca65e1e4eff7a47e42dbc8bca3d4058c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=policy_tenure.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "policy_tenure",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.039104,
+    "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 buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94b79b1ca65e1e4eff7a47e42dbc8bca3d4058c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=policy_tenure.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "policy_tenure",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.039104,
+    "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 buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad60eee1d713b699825d6e60b07612381d6dbf12
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-75c5-7b23-9ef4-c0f2d2a6fa86"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..719acb9ae82db6a22c2cf97cc2f325cd30ddaad4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-75c5-7b23-9ef4-c0f2d2a6fa86"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de09018514dab91ae1ec1c71b648ff0dc9fc97f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-85a4-7a32-860a-a9e558c5aabc"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab0052775664b3f41072652daaa693a002ce78cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-85a4-7a32-860a-a9e558c5aabc"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6dde921623f9a410/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7691fcfde39879a4af4094481d522d4061e61329
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:28.615160+00:00",
+  "ended_at": "2026-05-19T16:10:31.538155+00:00",
+  "elapsed_ms": 2922.96,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21954,
+    "bytes_utf8": 21954,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4814ebdbe1988ec7ee441e82e76dfab06373ff3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:32.541513+00:00",
+  "ended_at": "2026-05-19T16:10:35.702310+00:00",
+  "elapsed_ms": 3160.75,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21954,
+    "bytes_utf8": 21954,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82d1dd43f14ce3e71da80f98902d4915b160defe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/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 within_group_proportion. Focus on group_col=length, measure_col=turning_radius.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "length",
+    "measure_col": "turning_radius",
+    "item_col": "policy_tenure",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82d1dd43f14ce3e71da80f98902d4915b160defe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/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 within_group_proportion. Focus on group_col=length, measure_col=turning_radius.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "length",
+    "measure_col": "turning_radius",
+    "item_col": "policy_tenure",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e00db2ebf6bca4cc2004d4505cb9d2b099ac98e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-c089-7f92-bdc4-2ff1b42ed112"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3624610c5271e926d3b2fc9e6e269c82688c7f61
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-c089-7f92-bdc4-2ff1b42ed112"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a807d5ea07a4b680999babc2db6f8e90c58a2965
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-cfd5-7533-9442-4c122ff8935b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3204268bee86af9893631c269a8e4290e106628
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-cfd5-7533-9442-4c122ff8935b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_6e3b0a1d7828e917/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c815dd06d4c8f781f2857d3bd564b02000251a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/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": "2026-05-19T16:19:15.507205+00:00",
+  "ended_at": "2026-05-19T16:19:18.564631+00:00",
+  "elapsed_ms": 3057.4,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22079,
+    "bytes_utf8": 22079,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5379e5acc6a03adb54362b554b4521137cd03111
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/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": "2026-05-19T16:19:19.566651+00:00",
+  "ended_at": "2026-05-19T16:19:22.515199+00:00",
+  "elapsed_ms": 2948.51,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22079,
+    "bytes_utf8": 22079,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff8448ea351193c156eae31dda4d19a309b58d40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/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 count_distribution. Focus on group_col=is_ecw, measure_col=airbags.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_ecw",
+    "measure_col": "airbags",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff8448ea351193c156eae31dda4d19a309b58d40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/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 count_distribution. Focus on group_col=is_ecw, measure_col=airbags.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_ecw",
+    "measure_col": "airbags",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3329d5b1a24620b2b67b8ad1f63a123816dfdbeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-cab4-7d30-b23e-a783a7074712"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b24e70b278239986e6affc1044ed94fc9154612
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-cab4-7d30-b23e-a783a7074712"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..48163a201e228b670663a92ce137592f16f73b80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-da7e-7cb1-bf10-f02c5dc93f0c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e87692c023fb598fcc2aec0a38aaa9aabc006eff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-da7e-7cb1-bf10-f02c5dc93f0c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7233c29bd65ab42f/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e138c5fb86c35d5451ac899e10ad21241b35b14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:42.139800+00:00",
+  "ended_at": "2026-05-19T16:25:45.450896+00:00",
+  "elapsed_ms": 3311.05,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21820,
+    "bytes_utf8": 21820,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d166d0eb6fbcf9cd151c492103482216e94ef141
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:46.453503+00:00",
+  "ended_at": "2026-05-19T16:25:49.880402+00:00",
+  "elapsed_ms": 3426.84,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21820,
+    "bytes_utf8": 21820,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bcbf028f35e3d3142314503f57ac889a33a5d9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=transmission_type, condition_col=is_central_locking.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "transmission_type",
+    "condition_col": "is_central_locking",
+    "condition_value": "No",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 19,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bcbf028f35e3d3142314503f57ac889a33a5d9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=transmission_type, condition_col=is_central_locking.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "transmission_type",
+    "condition_col": "is_central_locking",
+    "condition_value": "No",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 19,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 3.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..830aed099798883d55d4f3b7cae1eb8b234e42f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-b17d-7ea2-a7fc-c9157b820c88"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..07a131abf37f7a63fea56c6a17cac4da74db6457
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-b17d-7ea2-a7fc-c9157b820c88"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5540752dcfdc1c8c2452aa5a551d74ea6ce2210
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-c236-7593-8a13-5636f4bffc76"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c13b7c777f77bdef0508945f0c9600249ce783b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-c236-7593-8a13-5636f4bffc76"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_72d2419ef3582ad7/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f11f039ef5f65bf27452f365e5bd4c53491e8c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:49.896672+00:00",
+  "ended_at": "2026-05-19T16:25:53.395158+00:00",
+  "elapsed_ms": 3498.44,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21492,
+    "bytes_utf8": 21492,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfd3a16ad288ad2c63e17cacd5102f8ea6e84044
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:54.397536+00:00",
+  "ended_at": "2026-05-19T16:25:57.472174+00:00",
+  "elapsed_ms": 3074.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21492,
+    "bytes_utf8": 21492,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04909216eca6497245f63f628bd5110f5cd4ac05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=population_density.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "population_density",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04909216eca6497245f63f628bd5110f5cd4ac05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=population_density.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "population_density",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e73794f9b4b8deb9c25c0a501bde15e10d44abc3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-cfa9-7ef2-a5ef-aaa0616f3e17"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6213e97809bdc962eae17b047b0d7502c06e100
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-cfa9-7ef2-a5ef-aaa0616f3e17"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d62fca26163235aaf26200c9141048f02cd2d4f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-e150-76e1-9f9a-3d907d8e2b97"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09cd5b749339b909308904eff470b07eabd337ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-e150-76e1-9f9a-3d907d8e2b97"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_74e3c2534492f5f4/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4a6d763aaf0dacad2417af92840a47f9f750a87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:15.867733+00:00",
+  "ended_at": "2026-05-19T16:12:18.800729+00:00",
+  "elapsed_ms": 2932.97,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21973,
+    "bytes_utf8": 21973,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1cfe071297ddc3d3de0a6590c0d06d19d8d37795
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:19.803859+00:00",
+  "ended_at": "2026-05-19T16:12:22.639155+00:00",
+  "elapsed_ms": 2835.25,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21973,
+    "bytes_utf8": 21973,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa7cd5acde523ee7be330252e5580633a38a7e71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/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_defogger, measure_col=age_of_car.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_defogger",
+    "measure_col": "age_of_car",
+    "item_col": "age_of_car",
+    "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": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa7cd5acde523ee7be330252e5580633a38a7e71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/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_defogger, measure_col=age_of_car.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_defogger",
+    "measure_col": "age_of_car",
+    "item_col": "age_of_car",
+    "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": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..acd230f26af87d626754d4ee279dfc36cd6c230a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-639f-7c73-a3df-d8059f7088d7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7da67984864667587feb8a6a6ab401dc38633463
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-639f-7c73-a3df-d8059f7088d7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b68c883701bfad9ef0c966bf5d665ebeb5a177ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-72d9-76d1-9f8b-e21f4fc7d452"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7aaaf5ebf6dd021c72de38c2ea481737320bdf87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-72d9-76d1-9f8b-e21f4fc7d452"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe0bf8c438654f1e1ba0e7c0a53604c167f96e9d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:12:15.858882+00:00",
+  "ended_at": "2026-05-19T16:12:22.640034+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_767dad50d7db0e40",
+    "problem_id": "v2p_m2_e2b542ec5a3a4761",
+    "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_defogger, measure_col=age_of_car.",
+    "bindings": {
+      "group_col": "is_rear_window_defogger",
+      "measure_col": "age_of_car",
+      "item_col": "age_of_car",
+      "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": 0.11,
+      "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=8",
+      "sql_variant_index=1/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..40740e0f15600dcd6e2253267c92e526f41a18c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_767dad50d7db0e40/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:18.801839+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": 2932.97, "started_at": "2026-05-19T16:12:15.867733+00:00", "ended_at": "2026-05-19T16:12:18.800729+00:00", "prompt_metrics": {"chars": 21973, "bytes_utf8": 21973, "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\":\"019e4102-639f-7c73-a3df-d8059f7088d7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:12:22.639930+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": 2835.25, "started_at": "2026-05-19T16:12:19.803859+00:00", "ended_at": "2026-05-19T16:12:22.639155+00:00", "prompt_metrics": {"chars": 21973, "bytes_utf8": 21973, "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\":\"019e4102-72d9-76d1-9f8b-e21f4fc7d452\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd28aa5a3bf994e88465d771e4c885bbaf7ee9c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/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": "2026-05-19T16:14:36.976753+00:00",
+  "ended_at": "2026-05-19T16:14:40.635589+00:00",
+  "elapsed_ms": 3658.79,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21858,
+    "bytes_utf8": 21858,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3a15451d581903b4e961349fa9257cf93a5cb8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/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": "2026-05-19T16:14:41.637642+00:00",
+  "ended_at": "2026-05-19T16:14:45.696086+00:00",
+  "elapsed_ms": 4058.41,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21858,
+    "bytes_utf8": 21858,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0511891e2511d8859a486b461caf002c35de84ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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=airbags.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "airbags",
+    "predicate_col": "model",
+    "predicate_op": "=",
+    "predicate_value": "M6",
+    "top_k": 10,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0511891e2511d8859a486b461caf002c35de84ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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=airbags.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "airbags",
+    "predicate_col": "model",
+    "predicate_op": "=",
+    "predicate_value": "M6",
+    "top_k": 10,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "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}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d32bacd1b3cc8901f522e122cc7a4694c2b2d9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-8ab9-7080-bb0b-dde9288b8973"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9dc062fff65e2bdac0670d9a184702d22e896a72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-8ab9-7080-bb0b-dde9288b8973"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02517426c6412fa43071f8dfb0519212b3e68d11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-9cfb-7332-80b4-f9b757cc035d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e32f0cab5d990eb2f86209309ee6de8a24c1d68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-9cfb-7332-80b4-f9b757cc035d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7a1c6d221f5ccd7d/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..84d1f837d59b3304003f4bb34f62a042c958a64b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:01.314741+00:00",
+  "ended_at": "2026-05-19T16:20:04.713939+00:00",
+  "elapsed_ms": 3399.17,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21726,
+    "bytes_utf8": 21726,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..681809e7021cdaf32b44f37f4e1f5b4f8c097b97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:05.715909+00:00",
+  "ended_at": "2026-05-19T16:20:16.948722+00:00",
+  "elapsed_ms": 11232.77,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21726,
+    "bytes_utf8": 21726,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d1cde54ea0598ca965786d59f740e6c504631bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age_of_car, measure_col=turning_radius.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "age_of_car",
+    "measure_col": "turning_radius",
+    "top_k": 19,
+    "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": 4.9,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d1cde54ea0598ca965786d59f740e6c504631bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=age_of_car, measure_col=turning_radius.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "age_of_car",
+    "measure_col": "turning_radius",
+    "top_k": 19,
+    "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": 4.9,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b83963776b88ec2b5b544eae7d388a1333e6e7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-7dbb-76e2-a956-4b3f6e284d98"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..75370f0a025f9b5a951e2d9f68bac3c2095267bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-7dbb-76e2-a956-4b3f6e284d98"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3802fd04f20052cc6b14e984fb8e11a38e8fea8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-8ed1-70e1-a09b-be9d143774a9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe3f8c349d5bfc8fa0466be2021fe265032865fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-8ed1-70e1-a09b-be9d143774a9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7c8e787144fd2aec/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a442028bf7889396c9720404f4b0307d319f5da9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:45.021064+00:00",
+  "ended_at": "2026-05-19T16:12:47.894986+00:00",
+  "elapsed_ms": 2873.9,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21986,
+    "bytes_utf8": 21986,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b7913a6e4709aba0e743ca30ddfaa254572f337
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:48.897207+00:00",
+  "ended_at": "2026-05-19T16:12:51.806077+00:00",
+  "elapsed_ms": 2908.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21986,
+    "bytes_utf8": 21986,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3b693c13fa0a58672dca503ba063a745628ba2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/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_power_door_locks, measure_col=population_density.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_power_door_locks",
+    "measure_col": "population_density",
+    "item_col": "area_cluster",
+    "top_k": 13,
+    "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": 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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d3b693c13fa0a58672dca503ba063a745628ba2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/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_power_door_locks, measure_col=population_density.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_power_door_locks",
+    "measure_col": "population_density",
+    "item_col": "area_cluster",
+    "top_k": 13,
+    "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": 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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30d40a12316ad72a6e73b9cb593f28a6a376a941
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-d554-7263-ad0c-34fcbaff036e"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f18e39c5e0e0295d61e01a9670d4606e27262051
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-d554-7263-ad0c-34fcbaff036e"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9cf15ce10e8a6ddb1b54c513fee21cfcf3c29a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-e476-7f61-baf1-50855a8aede9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec0d52aa4560970d918a6ed34b04a7f65ed3cb7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-e476-7f61-baf1-50855a8aede9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_7f7017961abffb1a/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..603f660f62d461aff306410c41f9c1f35c99a37d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:24.199486+00:00",
+  "ended_at": "2026-05-19T16:31:27.943272+00:00",
+  "elapsed_ms": 3743.73,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21612,
+    "bytes_utf8": 21612,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..74d3eec7d0aaaa504698ed344f1cf8654e1c7818
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:28.946434+00:00",
+  "ended_at": "2026-05-19T16:31:32.176793+00:00",
+  "elapsed_ms": 3230.3,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21612,
+    "bytes_utf8": 21612,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49187096a20f0e1c64996f802de0940f0a3ec91f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=is_tpms, measure_col=airbags.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_tpms",
+    "measure_col": "airbags",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49187096a20f0e1c64996f802de0940f0a3ec91f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=is_tpms, measure_col=airbags.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_tpms",
+    "measure_col": "airbags",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..482eae5a854a66e3a4c3ba3593ec2618ba465fe2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-e98e-7340-8e16-bb3fc158364d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..459bb40403099a6e4be8d10900bed561252296fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-e98e-7340-8e16-bb3fc158364d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dcaaf48977e35a6b650536dc45515988107cc284
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-fc2d-79e2-badc-3ee94e7e0c88"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..344a395d478fec63e24ac70a6920950b18220929
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-fc2d-79e2-badc-3ee94e7e0c88"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8544a03a4108c041/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a748a07e6dbcd04e87807e36097bac60b3d83c0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:42.734053+00:00",
+  "ended_at": "2026-05-19T16:27:46.157235+00:00",
+  "elapsed_ms": 3423.12,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21523,
+    "bytes_utf8": 21523,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..406cdb1ad05d2764c5b7b42ccc6e5a617e5b2b82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:47.162483+00:00",
+  "ended_at": "2026-05-19T16:27:50.918949+00:00",
+  "elapsed_ms": 3756.39,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21523,
+    "bytes_utf8": 21523,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83be822c6251fc8c77a59a208402f518f454b0f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/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=is_ecw.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_ecw",
+    "top_k": 17,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.548077,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83be822c6251fc8c77a59a208402f518f454b0f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/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=is_ecw.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_ecw",
+    "top_k": 17,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.548077,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a35be41255a9358ec1524039a778ee4d58697f2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-8891-7232-97b3-3279d9c0f332"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a1690f401b659a19c38e5637d3d5e6852536bfd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-8891-7232-97b3-3279d9c0f332"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..031fe3ff3358bcdb976651dd86a560d397c370a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-99c6-74d3-be9f-6cc0de9a06e2"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef27004481c0e9c15cf6f0c765c4ce89a0a42ba1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-99c6-74d3-be9f-6cc0de9a06e2"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_858217ccaf6dc82f/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04f98f3c15d57cb4394467048723d5b8801ff1db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "F8D Petrol Engine", "support": 14948, "support_share": 0.2551201529219006, "support_rank": 1}, {"value_label": "1.5 L U2 CRDi", "support": 14018, "support_share": 0.23924767886400874, "support_rank": 2}, {"value_label": "K Series Dual jet", "support": 13776, "support_share": 0.2351174221736756, "support_rank": 3}, {"value_label": "K10C", "support": 4173, "support_share": 0.07122132714363735, "support_rank": 4}, {"value_label": "1.2 L K Series Engine", "support": 2940, "support_share": 0.05017749863462589, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ee1c867e3bf31345a34074ab0375ea6055908021
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/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: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m2_884973c57357d110
+-- problem_id: v2p_m2_853e02187cb89b07
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "engine_type" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "engine_type"
+)
+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;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..15c875d97eb17ecc6981b1da6be0e52a9f5584e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/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: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m2_884973c57357d110\n-- problem_id: v2p_m2_853e02187cb89b07\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"engine_type\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"engine_type\"\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: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m2_884973c57357d110\\n-- problem_id: v2p_m2_853e02187cb89b07\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"engine_type\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"engine_type\\\"\\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\": \"F8D Petrol Engine\", \"support\": 14948, \"support_share\": 0.2551201529219006, \"support_rank\": 1}, {\"value_label\": \"1.5 L U2 CRDi\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"support_rank\": 2}, {\"value_label\": \"K Series Dual jet\", \"support\": 13776, \"support_share\": 0.2351174221736756, \"support_rank\": 3}, {\"value_label\": \"K10C\", \"support\": 4173, \"support_share\": 0.07122132714363735, \"support_rank\": 4}, {\"value_label\": \"1.2 L K Series Engine\", \"support\": 2940, \"support_share\": 0.05017749863462589, \"support_rank\": 5}, {\"value_label\": \"1.0 SCe\", \"support\": 2373, \"support_share\": 0.04050040961223375, \"support_rank\": 6}, {\"value_label\": \"i-DTEC\", \"support\": 2114, \"support_share\": 0.0360800109229929, \"support_rank\": 7}, {\"value_label\": \"1.5 Turbocharged Revotorq\", \"support\": 1598, \"support_share\": 0.027273347897323868, \"support_rank\": 8}, {\"value_label\": \"G12B\", \"support\": 1209, \"support_share\": 0.02063421627525942, \"support_rank\": 9}, {\"value_label\": \"1.2 L K12N Dualjet\", \"support\": 1080, \"support_share\": 0.018432550518842163, \"support_rank\": 10}, {\"value_label\": \"1.5 Turbocharged Revotron\", \"support\": 363, \"support_share\": 0.006195385035499727, \"support_rank\": 11}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.59}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e586af8b6b79da3ad0008d8cdbe2ba18dbcd4b6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.663024+00:00",
+  "ended_at": "2026-05-19T16:31:32.702676+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_884973c57357d110",
+    "problem_id": "v2p_m2_853e02187cb89b07",
+    "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": "value_imbalance_profile",
+    "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=engine_type.",
+    "bindings": {
+      "group_col": "engine_type"
+    },
+    "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=4",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_884973c57357d110.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"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_884973c57357d110/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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba19dd2cb3e9a865d4e9169e8c961095647616a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:08.163401+00:00",
+  "ended_at": "2026-05-19T16:31:11.210736+00:00",
+  "elapsed_ms": 3047.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21637,
+    "bytes_utf8": 21637,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..82899924ff6d8ef2126527c4dc9cb4ec49f89101
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:12.214778+00:00",
+  "ended_at": "2026-05-19T16:31:15.800928+00:00",
+  "elapsed_ms": 3586.07,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21637,
+    "bytes_utf8": 21637,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26c37588b7f5c45d6d7f34b55659407c42b8c7ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=is_adjustable_steering, measure_col=make.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "measure_col": "make",
+    "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": 2.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26c37588b7f5c45d6d7f34b55659407c42b8c7ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=is_adjustable_steering, measure_col=make.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_adjustable_steering",
+    "measure_col": "make",
+    "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": 2.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..246813b572d6297834bacdc5e5c969718f796113
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-aad0-7023-ad18-1e703a517f8b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..daf65299dd5e699a8238701746624e68c2875a83
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-aad0-7023-ad18-1e703a517f8b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..304626dc1c6326b2ec476b02076c3045274c358e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-bada-7750-9a84-455f311343ea"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1be4f6a691140845aca06b7e7c533194a8e46db6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-bada-7750-9a84-455f311343ea"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_88b333c91ec1f629/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b5dcc091ac5964c668049f028a84b2fd46942e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/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": "2026-05-19T16:17:50.086072+00:00",
+  "ended_at": "2026-05-19T16:17:53.638775+00:00",
+  "elapsed_ms": 3552.65,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22123,
+    "bytes_utf8": 22123,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..afc53a977dcde854c37ccd7316fc6b8244eb37a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/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": "2026-05-19T16:17:54.642403+00:00",
+  "ended_at": "2026-05-19T16:18:03.419845+00:00",
+  "elapsed_ms": 8777.38,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22123,
+    "bytes_utf8": 22123,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..018ffaa72bf9bc5d5c35eb55ae6651af75214214
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/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_power_door_locks, measure_col=policy_tenure.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_power_door_locks",
+    "measure_col": "policy_tenure",
+    "top_k": 10,
+    "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": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..018ffaa72bf9bc5d5c35eb55ae6651af75214214
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/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_power_door_locks, measure_col=policy_tenure.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_power_door_locks",
+    "measure_col": "policy_tenure",
+    "top_k": 10,
+    "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": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..904240f42ae2caf98245903be7bef34fb2c5dc0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-7d85-7c10-882f-62a70ab6ac38"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..112f92153731a80a1ebaa9a1a6b026f3eadc0f5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-7d85-7c10-882f-62a70ab6ac38"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de45c7982067ee1acceeb16de9f1951c4f71a1ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-8f4c-7b42-89ed-aec51e96a9a8"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28d5a2478f26b85b41fa31978b6ff23469b865cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-8f4c-7b42-89ed-aec51e96a9a8"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8a38b3ef7c7f72e7/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..573516bb3db2f45a959b76365cdcac53516dec3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/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": "2026-05-19T16:21:49.555288+00:00",
+  "ended_at": "2026-05-19T16:22:06.922112+00:00",
+  "elapsed_ms": 17366.79,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21716,
+    "bytes_utf8": 21716,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e15c6dc3d70a96f1d2cdc2d736fe2c74b3e4c2c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/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": "2026-05-19T16:22:07.924611+00:00",
+  "ended_at": "2026-05-19T16:22:11.385315+00:00",
+  "elapsed_ms": 3460.65,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21716,
+    "bytes_utf8": 21716,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f33e5f78e63f613a691d1336c79b98c425a2432d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=segment, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "segment",
+    "measure_col": "ncap_rating",
+    "top_k": 19,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f33e5f78e63f613a691d1336c79b98c425a2432d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=segment, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "segment",
+    "measure_col": "ncap_rating",
+    "top_k": 19,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8eaa991e4961a2465b391db34151369f9d535d2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-2477-7202-b728-6f4cb726254b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd45e907ab2293a92ec901af3308a9b6ba69121f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-2477-7202-b728-6f4cb726254b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e5eff78078340a32a5d3ee3b05651f33e134df7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-6c41-73e0-b6b1-207b790be414"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb836f63881e24baa74580ea4db271bd37ac20d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-6c41-73e0-b6b1-207b790be414"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8d2b34c22dd0d921/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c369c355d1e84eef11433b46b6b512daef8ec80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/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": "2026-05-19T16:13:14.568907+00:00",
+  "ended_at": "2026-05-19T16:13:17.937365+00:00",
+  "elapsed_ms": 3368.43,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22410,
+    "bytes_utf8": 22410,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1935ec8bbfd0afa6979a2a9e8de1160cf1645623
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/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": "2026-05-19T16:13:18.939711+00:00",
+  "ended_at": "2026-05-19T16:13:22.204911+00:00",
+  "elapsed_ms": 3265.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22410,
+    "bytes_utf8": 22410,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2587dc0a468fafb0b0f1ecfdbaf4345dd91028e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_driver_seat_height_adjustable, condition_col=is_parking_camera.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "is_driver_seat_height_adjustable",
+    "condition_col": "is_parking_camera",
+    "condition_value": "No",
+    "positive_value": "No",
+    "negative_value": "Yes",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2587dc0a468fafb0b0f1ecfdbaf4345dd91028e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_driver_seat_height_adjustable, condition_col=is_parking_camera.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "is_driver_seat_height_adjustable",
+    "condition_col": "is_parking_camera",
+    "condition_value": "No",
+    "positive_value": "No",
+    "negative_value": "Yes",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3858ecd59dd4e29f2160d71cafe990683e6883ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-48ef-7223-841e-0efa37c86040"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcb99ad170162dc3fa2b0f96f5b7f9d7828fff56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-48ef-7223-841e-0efa37c86040"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6fc251c4be7fa285dcced27cabe2dfabe53c7679
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-59eb-7f51-a527-7949ded8d3ef"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d65670087597207eea19677b048a187fcea23ee6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-59eb-7f51-a527-7949ded8d3ef"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8dd30563b610fa25/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3cd60207210297aa3096b739c1b651e218ec7497
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:08:18.284434+00:00",
+  "ended_at": "2026-05-19T16:08:25.489647+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_8ebf7008c3a005f0",
+    "problem_id": "v2p_m2_8c4d43cccbaf5320",
+    "dataset_id": "m2",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_conditional_contrast",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=segment, measure_col=airbags.",
+    "bindings": {
+      "group_col": "segment",
+      "measure_col": "airbags",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 6.0,
+      "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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=5"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d08829a4a450f48499a1fd3809d288f32d1fdfe8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ebf7008c3a005f0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:21.390039+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": 3095.26, "started_at": "2026-05-19T16:08:18.293088+00:00", "ended_at": "2026-05-19T16:08:21.388388+00:00", "prompt_metrics": {"chars": 21526, "bytes_utf8": 21526, "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\":\"019e40fe-c392-7f31-bf33-e08122057755\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:25.489555+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": 3096.81, "started_at": "2026-05-19T16:08:22.391846+00:00", "ended_at": "2026-05-19T16:08:25.488689+00:00", "prompt_metrics": {"chars": 21526, "bytes_utf8": 21526, "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\":\"019e40fe-d388-73d2-9e19-c3785eedc1ed\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ccd33cdfcf8c37b4e9403a6e5bbe2f685ac59179
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:08.805823+00:00",
+  "ended_at": "2026-05-19T16:25:12.120540+00:00",
+  "elapsed_ms": 3314.66,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21807,
+    "bytes_utf8": 21807,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a79fbc63b0a2c943f311602d7bda3de63de0906f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:13.125122+00:00",
+  "ended_at": "2026-05-19T16:25:17.246303+00:00",
+  "elapsed_ms": 4121.11,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21807,
+    "bytes_utf8": 21807,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71bc75b24655c2db3975063e1ab7f14156637acd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=displacement, condition_col=is_brake_assist.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "displacement",
+    "condition_col": "is_brake_assist",
+    "condition_value": "No",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 17,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71bc75b24655c2db3975063e1ab7f14156637acd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=displacement, condition_col=is_brake_assist.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "displacement",
+    "condition_col": "is_brake_assist",
+    "condition_value": "No",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 17,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9ac7a7e5b6d20e2ba423e3510ccbf6bff0a3422
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-2f28-7820-b4df-6caf9ef307bd"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..595814de55324526da372f27cc4d4cec2a01fa50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-2f28-7820-b4df-6caf9ef307bd"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7a7f4c342a956764c443fe32a239bef27ecd7e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-4032-7e00-9db1-b5da2d39fee9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8fcf71cc471c23166efa2592b670db26126a80a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-4032-7e00-9db1-b5da2d39fee9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8f0888ec5aa93245/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d94ac47e53adf36a5c23550b4a1c5c6c3bd8c21a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/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": "2026-05-19T16:21:42.307391+00:00",
+  "ended_at": "2026-05-19T16:21:45.468469+00:00",
+  "elapsed_ms": 3161.05,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21712,
+    "bytes_utf8": 21712,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3eae9667cfe7757760453220e10c464c51ea94b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/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": "2026-05-19T16:21:46.471320+00:00",
+  "ended_at": "2026-05-19T16:21:49.545704+00:00",
+  "elapsed_ms": 3074.33,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21712,
+    "bytes_utf8": 21712,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11b651ce6a5f0194f1b86ed0246d5685f136111a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=segment, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "segment",
+    "measure_col": "ncap_rating",
+    "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},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11b651ce6a5f0194f1b86ed0246d5685f136111a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=segment, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "segment",
+    "measure_col": "ncap_rating",
+    "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},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..820bbf7baf85b277dcdae4ec693b6327dc654542
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-082a-71c2-9bf5-5f334ef5f93f"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..331597c2a6c7d2b6d718026835892180184043c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-082a-71c2-9bf5-5f334ef5f93f"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8a0b57296d86eaa0939624390faa1ffdd15c3d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-1893-7503-9c30-72b85506e7b7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..352a03e767ce12551845ad81f33b794ebd2da62c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-1893-7503-9c30-72b85506e7b7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_8ff6733d23f80b03/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c893b67ce387df2f5ac42fca680c7269a5c7c652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:18:59.788330+00:00",
+  "ended_at": "2026-05-19T16:19:08.291326+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_965047b8db2747cc",
+    "problem_id": "v2p_m2_74309ab2e1860ae9",
+    "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_day_night_rear_view_mirror, measure_col=make.",
+    "bindings": {
+      "group_col": "is_day_night_rear_view_mirror",
+      "measure_col": "make",
+      "top_k": 14,
+      "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": 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",
+      "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=8",
+      "sql_variant_index=1/2",
+      "binding_index=79"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c89da909d3707324db831b98ffceb04d41e2635c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_965047b8db2747cc/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:19:03.097086+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": 3297.77, "started_at": "2026-05-19T16:18:59.798432+00:00", "ended_at": "2026-05-19T16:19:03.096230+00:00", "prompt_metrics": {"chars": 22120, "bytes_utf8": 22120, "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\":\"019e4108-8d4f-7290-8545-47c7b1c3e61e\"}\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": "2026-05-19T16:19:08.291232+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": 4192.23, "started_at": "2026-05-19T16:19:04.098170+00:00", "ended_at": "2026-05-19T16:19:08.290435+00:00", "prompt_metrics": {"chars": 22120, "bytes_utf8": 22120, "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\":\"019e4108-9e45-7e23-b3fa-38d68deb5a3c\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..80c8854ca2a1f3daaec4ccf798d8bf6925584650
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/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": "2026-05-19T16:19:08.299464+00:00",
+  "ended_at": "2026-05-19T16:19:11.305023+00:00",
+  "elapsed_ms": 3005.5,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22121,
+    "bytes_utf8": 22121,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0fc006403861617345df1a26886649b08a2b040
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/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": "2026-05-19T16:19:12.307784+00:00",
+  "ended_at": "2026-05-19T16:19:15.496573+00:00",
+  "elapsed_ms": 3188.74,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22121,
+    "bytes_utf8": 22121,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e705f5306f43e257f4b2fc51e6edbc8d6417809c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/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 count_distribution. Focus on group_col=is_day_night_rear_view_mirror, measure_col=make.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "measure_col": "make",
+    "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": 2.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e705f5306f43e257f4b2fc51e6edbc8d6417809c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/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 count_distribution. Focus on group_col=is_day_night_rear_view_mirror, measure_col=make.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "measure_col": "make",
+    "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": 2.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fee34fb4b0cffa475f9eb4391b955eadf7551913
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-ae85-7b91-b724-de9251f07b16"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca9fe34237c16a908758253dde66e858baea0ce7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-ae85-7b91-b724-de9251f07b16"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cc822380c327dd021603978012098faec9488c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-be31-7552-babd-7ba1b4be62b4"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7209b9cc168e81c5175662142d18fda3e7083e45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-be31-7552-babd-7ba1b4be62b4"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a4ecf6cf32a6589/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cc3c9033962b652c186fc64bf7712114c0f195a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/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": "2026-05-19T16:26:47.675910+00:00",
+  "ended_at": "2026-05-19T16:26:51.322265+00:00",
+  "elapsed_ms": 3646.31,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21466,
+    "bytes_utf8": 21466,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4a23634fe533bc62b00eaf93b67941ed5462275e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/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": "2026-05-19T16:26:52.325654+00:00",
+  "ended_at": "2026-05-19T16:26:55.760114+00:00",
+  "elapsed_ms": 3434.41,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21466,
+    "bytes_utf8": 21466,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dfbe8cecc8d70ade020968e3c7f81451ccffdd33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=length.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "length",
+    "top_k": 10,
+    "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": 3995.0,
+    "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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dfbe8cecc8d70ade020968e3c7f81451ccffdd33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=length.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "length",
+    "top_k": 10,
+    "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": 3995.0,
+    "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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2dd1543a519a6ad0a6053c59e723e47b961d5fd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-b169-7910-aaf2-d878bae61b5c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b648d1eb80585cf1f76f9a4d5cd71430e7ccc0e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-b169-7910-aaf2-d878bae61b5c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0374b1d3e5775bb72da20f67589528f436a4de96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-c3b2-75b0-bcb0-9ae52dbadfe9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd636075d7fe5c2be372a7c99416d18f54a7f618
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-c3b2-75b0-bcb0-9ae52dbadfe9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9a5bb183717ba6cf/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7731e82b58923669f2b02c282a9a9710e73cbd7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:44.320509+00:00",
+  "ended_at": "2026-05-19T16:15:47.553956+00:00",
+  "elapsed_ms": 3233.42,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21706,
+    "bytes_utf8": 21706,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe93ccabf40a032d9091546dac07fb7f52e07726
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:48.556124+00:00",
+  "ended_at": "2026-05-19T16:15:52.644438+00:00",
+  "elapsed_ms": 4088.28,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21706,
+    "bytes_utf8": 21706,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16f6857aa27116c3c41b40022571c6d44da7349b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_car.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "age_of_car",
+    "top_k": 11,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "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 buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16f6857aa27116c3c41b40022571c6d44da7349b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_car.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "age_of_car",
+    "top_k": 11,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "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 buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b032b9e7a83ff66f407e11655083fc434191b152
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-91b6-7970-b91a-281eb4b690a7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e132a8a95e8c4ab5dd5d3b540315eed70a59a437
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-91b6-7970-b91a-281eb4b690a7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bed6d96792657eb053e6d66d11d37f02c8b3e208
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-a24b-7630-b5e9-7208db8dffbd"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8beb7328445e49812a1dd81d457d58a08120f85c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-a24b-7630-b5e9-7208db8dffbd"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9bc55a9f411af815/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..07f63be942612a56486f375a634d00938d8de5d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:15.816860+00:00",
+  "ended_at": "2026-05-19T16:31:19.517882+00:00",
+  "elapsed_ms": 3700.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21613,
+    "bytes_utf8": 21613,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dc6e0b96d9fbee20712596e0f06fb66de870ffd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:31:20.522332+00:00",
+  "ended_at": "2026-05-19T16:31:24.182255+00:00",
+  "elapsed_ms": 3659.86,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21613,
+    "bytes_utf8": 21613,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad1aeab68c5b27478fb245ed76caff85eeea6bad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=is_tpms, measure_col=airbags.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_tpms",
+    "measure_col": "airbags",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad1aeab68c5b27478fb245ed76caff85eeea6bad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=is_tpms, measure_col=airbags.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "is_tpms",
+    "measure_col": "airbags",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1b622fc9deb30f62dcbf0a7fe27aa200bf54cf95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-c8ef-7c33-9b37-89b040596c02"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..903b60578a2f4a5faed536a21126377a40b1a2ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-c8ef-7c33-9b37-89b040596c02"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb3226209b5ac548ad6966373a4fe1b56a4fb270
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-db4c-7513-9214-61a09f07f9b4"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..34d6a7ec63f722f6d8cce2915469a82c6df2b220
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-db4c-7513-9214-61a09f07f9b4"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9e921e49fde347d7/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f50667509458b264b4ec7aa2c01c8bf962e0b0ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:28:54.197908+00:00",
+  "ended_at": "2026-05-19T16:29:02.106630+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_9ec0ce8e34c107de",
+    "problem_id": "v2p_m2_9d278159a36b6771",
+    "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_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "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_mass_similarity with semantic role count_distribution. Focus on group_col=age_of_policyholder.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "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": 4.0,
+      "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=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=127"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f7aa1483d61ffee6a978ca172fbc9e81bc56c4d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_9ec0ce8e34c107de/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:57.691415+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": 3477.18, "started_at": "2026-05-19T16:28:54.213118+00:00", "ended_at": "2026-05-19T16:28:57.690346+00:00", "prompt_metrics": {"chars": 21542, "bytes_utf8": 21542, "lines": 622, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-9fab-77d3-851f-080f0ef2d0a7\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:29:02.106523+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": 3411.34, "started_at": "2026-05-19T16:28:58.694063+00:00", "ended_at": "2026-05-19T16:29:02.105468+00:00", "prompt_metrics": {"chars": 21542, "bytes_utf8": 21542, "lines": 622, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4111-b12c-7e30-a141-d374400af9ac\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4416ee6aef747af9765c75720a33a34d8f0d144
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:32.545944+00:00",
+  "ended_at": "2026-05-19T16:08:35.485247+00:00",
+  "elapsed_ms": 2939.27,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21536,
+    "bytes_utf8": 21536,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..43cb63d35c15b2db8943a1d2f493a858b6d824c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:36.487204+00:00",
+  "ended_at": "2026-05-19T16:08:39.936302+00:00",
+  "elapsed_ms": 3449.07,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21536,
+    "bytes_utf8": 21536,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd45ad697c8221fcb9785c02bc91af49a72664e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=model, measure_col=displacement.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "displacement",
+    "top_k": 11,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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 {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd45ad697c8221fcb9785c02bc91af49a72664e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=model, measure_col=displacement.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "displacement",
+    "top_k": 11,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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 {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dd337979af138ccfe912778e9078dab745eda8fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-fb1d-7ba1-84bc-2a032f736795"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d01430acd998e93821c67cd502d29261de23bc15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-fb1d-7ba1-84bc-2a032f736795"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6de20c03abadfe6e9118e66e89aa0e9bc61612f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-0a88-7012-a3a1-ee5c8aa9a843"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e61871d54dc6b62e695e05b7ca692482016fb8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-0a88-7012-a3a1-ee5c8aa9a843"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1b376de8df7857c/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9b2bcf809d349d4ad8d65c583310036d306ecf4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/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": "2026-05-19T16:16:18.471045+00:00",
+  "ended_at": "2026-05-19T16:16:22.924081+00:00",
+  "elapsed_ms": 4452.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21699,
+    "bytes_utf8": 21699,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8c01859c9ac1e076c57316d3b01cbed4178d8bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/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": "2026-05-19T16:16:23.927488+00:00",
+  "ended_at": "2026-05-19T16:16:27.255454+00:00",
+  "elapsed_ms": 3327.91,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21699,
+    "bytes_utf8": 21699,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..caf8c53ad96265b077dae4cffe713715b6f2f841
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=airbags.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "airbags",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "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": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..caf8c53ad96265b077dae4cffe713715b6f2f841
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=airbags.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "airbags",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 6.0,
+    "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": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72d73986b3112ddd5d52426d3403a0e6455958ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-177f-7b32-be32-5e8e6bb0bc98"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8dc75de2e5d4aee7b3f5c5679b94b68fe356d8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-177f-7b32-be32-5e8e6bb0bc98"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba0557a828e617dd53b4de28ac3187aca84c6ae4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-2d2c-7131-ae98-90eb049f7578"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0385ecce9a4337e0622687209f78bb8ea440e5a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-2d2c-7131-ae98-90eb049f7578"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a1fcfbffba0518be/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7cab6b971058dda252c60f327cd6feb4ff7ec68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/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": "2026-05-19T16:16:27.271765+00:00",
+  "ended_at": "2026-05-19T16:16:30.286298+00:00",
+  "elapsed_ms": 3014.49,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21713,
+    "bytes_utf8": 21713,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..33ad0f2c3b8c0febee39e45c70e2db4a96ebc061
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/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": "2026-05-19T16:16:31.289085+00:00",
+  "ended_at": "2026-05-19T16:16:37.497895+00:00",
+  "elapsed_ms": 6208.76,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21713,
+    "bytes_utf8": 21713,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0f04595140ccd5e93a155b754047d3d54073cf8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "displacement",
+    "top_k": 11,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0f04595140ccd5e93a155b754047d3d54073cf8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=displacement.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "displacement",
+    "top_k": 11,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..47fa71fd4604cabb3dea581a66edec6783086082
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-3a0c-7442-91c3-859c0d636f5e"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aabb2d5177876f0fe3cb9dd790b37c8dedc6868d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-3a0c-7442-91c3-859c0d636f5e"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..706c9735f60251845e5cf7e5bb5dce20dcf7208b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-4999-7fc0-a782-0689fb3b335a"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c4c4fbc8c3de969380a7d35c39d6d5d99f07639
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-4999-7fc0-a782-0689fb3b335a"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a626311831b0c649/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e867b0c8e6223fd2aaa1f51f40b59138c81f04b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/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": "2026-05-19T16:18:13.843942+00:00",
+  "ended_at": "2026-05-19T16:18:16.908466+00:00",
+  "elapsed_ms": 3064.48,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22110,
+    "bytes_utf8": 22110,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfe1f36d87fbd01983488f0d8684f1c6a3ec5e3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/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": "2026-05-19T16:18:17.910814+00:00",
+  "ended_at": "2026-05-19T16:18:21.200930+00:00",
+  "elapsed_ms": 3290.08,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22110,
+    "bytes_utf8": 22110,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15636858f92e4ec2699e0199a3281d2fbd3daf23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/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 count_distribution. 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": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15636858f92e4ec2699e0199a3281d2fbd3daf23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/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 count_distribution. 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": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e39118d8e04652e506f1a65dc50ff6a980c52c88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-da7e-7753-9cf7-415685a69d62"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e8955202bf943bee767af533bd788d51aeffeaa6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-da7e-7753-9cf7-415685a69d62"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05505526e2da8caa2b49888ad38d88c4f1a6f2c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-e9b5-7003-9477-1c1a635049ac"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2028901c12d62b8005c932c5d4162ce17cecc44f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-e9b5-7003-9477-1c1a635049ac"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_a94db6b673e79417/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..444932556e7f664f4386d339c70c75e4950b5fd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:14:53.950141+00:00",
+  "ended_at": "2026-05-19T16:15:01.348918+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_aa50fa3940a0c968",
+    "problem_id": "v2p_m2_9c9a51014483e1db",
+    "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_adjustable_steering.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "group_col_2": "is_adjustable_steering",
+      "predicate_col": "max_torque",
+      "predicate_op": "=",
+      "predicate_value": "91Nm@4250rpm",
+      "top_k": 12,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 4.0,
+      "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=5",
+      "sql_variant_index=1/1",
+      "binding_index=52"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0ea0520c26e630a64d3d5636536ec3071e8dba4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aa50fa3940a0c968/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:57.657868+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": 3698.79, "started_at": "2026-05-19T16:14:53.958366+00:00", "ended_at": "2026-05-19T16:14:57.657181+00:00", "prompt_metrics": {"chars": 21903, "bytes_utf8": 21903, "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-cd00-79d2-978d-60de7942b60b\"}\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": "2026-05-19T16:15:01.348825+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": 2689.18, "started_at": "2026-05-19T16:14:58.658896+00:00", "ended_at": "2026-05-19T16:15:01.348102+00:00", "prompt_metrics": {"chars": 21903, "bytes_utf8": 21903, "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-df60-78b1-8bca-9150557cb8ab\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44c396b0fb54e6c8dfe98a7cffd23c600e7943c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=make, measure_col=gross_weight.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "gross_weight",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1410.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44c396b0fb54e6c8dfe98a7cffd23c600e7943c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=make, measure_col=gross_weight.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "gross_weight",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1410.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0504c60f5e136df7621da0cc218f1ef23a75f809
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-e8d1-7351-b051-7623d89a5550"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea3964706b0cf1bac57a3226cfae8b8ffaae42b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-f9a9-7b61-a92b-b7c68a9921ed"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2e3f16a6c798a8b2ec9717e928937be6342904d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:21:34.230357+00:00",
+  "ended_at": "2026-05-19T16:21:42.298751+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_aadc7f59e2f74814",
+    "problem_id": "v2p_m2_6bbbd83c488d9488",
+    "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=make, measure_col=gross_weight.",
+    "bindings": {
+      "group_col": "make",
+      "measure_col": "gross_weight",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 1410.0,
+      "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": "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=88"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..719a4e12530b3f01b136daab3ef3d7772f4b3b2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_aadc7f59e2f74814/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:21:37.594413+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": 3353.21, "started_at": "2026-05-19T16:21:34.240209+00:00", "ended_at": "2026-05-19T16:21:37.593455+00:00", "prompt_metrics": {"chars": 21713, "bytes_utf8": 21713, "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\":\"019e410a-e8d1-7351-b051-7623d89a5550\"}\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": "2026-05-19T16:21:42.298666+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": 3701.23, "started_at": "2026-05-19T16:21:38.596584+00:00", "ended_at": "2026-05-19T16:21:42.297866+00:00", "prompt_metrics": {"chars": 21713, "bytes_utf8": 21713, "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\":\"019e410a-f9a9-7b61-a92b-b7c68a9921ed\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2128dbfce06f065b158f911c85b3cddcadc7cb8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:46.681247+00:00",
+  "ended_at": "2026-05-19T16:20:49.744618+00:00",
+  "elapsed_ms": 3063.33,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21727,
+    "bytes_utf8": 21727,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d47005f85fc1b6f794ac373a8a862be1786de92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:20:50.746510+00:00",
+  "ended_at": "2026-05-19T16:20:59.479517+00:00",
+  "elapsed_ms": 8732.97,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21727,
+    "bytes_utf8": 21727,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5d0f3d15b99d5e248c65bfc925eab33527be15e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=population_density, measure_col=height.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "population_density",
+    "measure_col": "height",
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5d0f3d15b99d5e248c65bfc925eab33527be15e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=population_density, measure_col=height.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "population_density",
+    "measure_col": "height",
+    "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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2cfd22d818c367c495ee67ba4bc1accf3302e6d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-2eff-7e40-804f-a044efd2fe2b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69cde67fed09fe1184b07098da6c4d188d7a7676
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-2eff-7e40-804f-a044efd2fe2b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..247d90d5cf05352cbdb1331c56394c087e871a11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-3ecc-7650-9a71-31c52037975a"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..518e8c07e2e474fa128f34785e8e300eed2abf5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-3ecc-7650-9a71-31c52037975a"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_adbb1f578c57e9b0/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a19d903c5bf6a73c0871c4c525d6b4a4498cd73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:25.783263+00:00",
+  "ended_at": "2026-05-19T16:29:29.418438+00:00",
+  "elapsed_ms": 3635.13,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21625,
+    "bytes_utf8": 21625,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb849ca750c725f4828b38cd80d035977e0fa78d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:30.421775+00:00",
+  "ended_at": "2026-05-19T16:29:33.396857+00:00",
+  "elapsed_ms": 2975.02,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21625,
+    "bytes_utf8": 21625,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ade1532ae982ce77f36d2d36c4bd11de7f428281
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type, measure_col=gross_weight.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "fuel_type",
+    "measure_col": "gross_weight",
+    "top_k": 13,
+    "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": 1510.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ade1532ae982ce77f36d2d36c4bd11de7f428281
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=fuel_type, measure_col=gross_weight.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "fuel_type",
+    "measure_col": "gross_weight",
+    "top_k": 13,
+    "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": 1510.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da34cd523c3df7c3606074c00ba99375080b2a29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-1b28-7391-81f7-ae9f5690f166"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4436410d54ec0eb33bbc9ebdd87bacdaf7e97ab0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-1b28-7391-81f7-ae9f5690f166"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45d8b25d166a2cc6631d94e9425c30112ed0aec1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-2d3e-74f3-ba78-928df385b7f9"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc8e012cfabfc847276d6b12c7e24557ab43e557
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-2d3e-74f3-ba78-928df385b7f9"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b16db2e8df579de8/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..332cb43a728f3ee1a999c90dfa8d158b31ca45db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 21567, "bytes_utf8": 21567, "lines": 624, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 18351, "cached_input_tokens": 12032, "output_tokens": 314, "reasoning_output_tokens": 206}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e068a3c2941aa1ecb2e65064964452a00e7bc7a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "m2",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_m2_b3528a96a964be81",
+    "api_calls": 0,
+    "input_tokens": 18351,
+    "cached_input_tokens": 12032,
+    "output_tokens": 314,
+    "total_tokens": 18665,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 1,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 8471.55,
+    "sql_execution_elapsed_ms_total": 65.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/conversation.jsonl",
+    "note": "Executed through a local AI CLI with structured usage metadata."
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..26a83f6ad2719b16e7963f874a7316bbe445b3fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:07:35.245118+00:00",
+  "ended_at": "2026-05-19T16:07:43.716694+00:00",
+  "elapsed_ms": 8471.55,
+  "prompt_metrics": {
+    "chars": 21567,
+    "bytes_utf8": 21567,
+    "lines": 624,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 785,
+    "bytes_utf8": 785,
+    "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": 423,
+      "bytes_utf8": 423,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 18351,
+      "cached_input_tokens": 12032,
+      "output_tokens": 314,
+      "reasoning_output_tokens": 206
+    }
+  },
+  "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f79701cfa3cd04c8e542bd382068e6d7c79ca95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=area_cluster, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "area_cluster",
+    "measure_col": "age_of_policyholder",
+    "top_k": 17,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.509615,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..feac29d96b8f8a50c3aa04c750bd7f9e36a46c8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-1b3f-7e53-82b4-4ba79f8bcb43"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"area_cluster\\\", SUM(CAST(\\\"age_of_policyholder\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"m2\\\"\\nGROUP BY \\\"area_cluster\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned grouped numeric sum template with \\\"area_cluster\\\" as the grouping column and CAST(\\\"age_of_policyholder\\\" AS REAL) because the schema snapshot shows this measure column is stored as TEXT.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":18351,"cached_input_tokens":12032,"output_tokens":314,"reasoning_output_tokens":206}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e541bfe426586e31a108d8958d602a28a9177ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_h2o_group_sum\nSELECT \"area_cluster\", SUM(CAST(\"age_of_policyholder\" AS REAL)) AS \"total_measure\"\nFROM \"m2\"\nGROUP BY \"area_cluster\"\nORDER BY \"total_measure\" DESC;","notes":"Used the planned grouped numeric sum template with \"area_cluster\" as the grouping column and CAST(\"age_of_policyholder\" AS REAL) because the schema snapshot shows this measure column is stored as TEXT."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b3528a96a964be81/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..34ba1a055836f572a99ad12286b340cd3eeaa08a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:06.326881+00:00",
+  "ended_at": "2026-05-19T16:10:09.202517+00:00",
+  "elapsed_ms": 2875.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21461,
+    "bytes_utf8": 21461,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..260a2e705a1dd3e69474b2764eee1f379a77a82a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:10.206147+00:00",
+  "ended_at": "2026-05-19T16:10:13.043288+00:00",
+  "elapsed_ms": 2837.09,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21461,
+    "bytes_utf8": 21461,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3c4702084be03a1defa7174ff09ff35e0b77ae6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rear_brakes_type.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "rear_brakes_type",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e3c4702084be03a1defa7174ff09ff35e0b77ae6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rear_brakes_type.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "rear_brakes_type",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..675a29fe6861080ce30b055745c124f1db98f909
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-698c-7200-8527-9f4f852be89f"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82cf28d5acd2de19e69d00124c1016bbe3cf5aa8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-698c-7200-8527-9f4f852be89f"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8cd42c89bb7b79f1b6bff11554791757215cb8e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-789f-7373-9d61-a7834cbe7165"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e35b6fe68ae1d031f51f999b66d6e6f9af88d7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-789f-7373-9d61-a7834cbe7165"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fb80fefb625c24d6cff382a4f85e4266ca32fa38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:10:06.311122+00:00",
+  "ended_at": "2026-05-19T16:10:13.044601+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_b6fac4198b3e19af",
+    "problem_id": "v2p_m2_b7f16903cc71db4f",
+    "dataset_id": "m2",
+    "template_id": "tpl_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "subgroup_size_stability",
+    "intended_facet_id": "subgroup_distribution_shift",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=rear_brakes_type.",
+    "bindings": {
+      "group_col": "rear_brakes_type",
+      "top_k": 12,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.548077,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=17"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 6,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..08731e1337fae13be99ae66c9a462d359c92914c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b6fac4198b3e19af/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:09.203339+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": 2875.59, "started_at": "2026-05-19T16:10:06.326881+00:00", "ended_at": "2026-05-19T16:10:09.202517+00:00", "prompt_metrics": {"chars": 21461, "bytes_utf8": 21461, "lines": 622, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-698c-7200-8527-9f4f852be89f\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:10:13.044469+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": 2837.09, "started_at": "2026-05-19T16:10:10.206147+00:00", "ended_at": "2026-05-19T16:10:13.043288+00:00", "prompt_metrics": {"chars": 21461, "bytes_utf8": 21461, "lines": 622, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e4100-789f-7373-9d61-a7834cbe7165\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab5c3a81ee8d0d539bda32ac2561abb7099f28f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:30.033265+00:00",
+  "ended_at": "2026-05-19T16:12:33.197878+00:00",
+  "elapsed_ms": 3164.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21993,
+    "bytes_utf8": 21993,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be8def99681bb65e7c33a2af9168b02d7442333e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/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 within_group_proportion. Focus on group_col=is_brake_assist, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_brake_assist",
+    "measure_col": "age_of_policyholder",
+    "item_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be8def99681bb65e7c33a2af9168b02d7442333e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/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 within_group_proportion. Focus on group_col=is_brake_assist, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_brake_assist",
+    "measure_col": "age_of_policyholder",
+    "item_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4990481e5a91456c79422f6cecdea0f98ffc1cc5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-9b11-7080-8c99-ce49e1b8d5b0"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a37686e1021462797d1255d91cfa9aa0b26cfb43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-9b11-7080-8c99-ce49e1b8d5b0"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3da21ccc818e8d01ff1cc4925d8afe5df6ac3196
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-ab17-7de0-be62-e5b0cedff44d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b75d8b6fa1119d1d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc470cb9bec0a51bcc182b5d79f419c302402467
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:18.891023+00:00",
+  "ended_at": "2026-05-19T16:27:22.495508+00:00",
+  "elapsed_ms": 3604.44,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21563,
+    "bytes_utf8": 21563,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9137e2ee98cd62e6e064d4eb85078bd97ce2415a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:23.498336+00:00",
+  "ended_at": "2026-05-19T16:27:27.087595+00:00",
+  "elapsed_ms": 3589.19,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21563,
+    "bytes_utf8": 21563,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f4bb298a42c28058a935733284460cd2abfedda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/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_mass_similarity with semantic role count_distribution. Focus on group_col=is_day_night_rear_view_mirror.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "top_k": 11,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8f4bb298a42c28058a935733284460cd2abfedda
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/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_mass_similarity with semantic role count_distribution. Focus on group_col=is_day_night_rear_view_mirror.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_day_night_rear_view_mirror",
+    "top_k": 11,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..605897aa8e84a2f2be987288d41db9a295cbb7f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-2b66-7ef1-b882-fdca92fc5464"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..544f714a2d585c3792483d137ab4c0bd8d207c7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-2b66-7ef1-b882-fdca92fc5464"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ce56c266363a200af2d19762be861deb2118e9d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-3d69-7cc2-905c-cd571f1c887d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1ac05dd9e4563576288a46d644d2d49813988b55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-3d69-7cc2-905c-cd571f1c887d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b8eee4ac1353e5a6/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e8dc83b3cccad9b399090fd9fefe258b84b6c8d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:27:58.734073+00:00",
+  "ended_at": "2026-05-19T16:28:06.772262+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_b96cde31b254826c",
+    "problem_id": "v2p_m2_240bb08cafce7542",
+    "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_mass_similarity",
+    "intended_facet_id": "tail_ranked_signal",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=is_speed_alert.",
+    "bindings": {
+      "group_col": "is_speed_alert",
+      "top_k": 18,
+      "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": 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"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=123"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d1cb1b21dfcbdbfee64b05857e8d4d70dfb2cf37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b96cde31b254826c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:02.726564+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": 3976.1, "started_at": "2026-05-19T16:27:58.749404+00:00", "ended_at": "2026-05-19T16:28:02.725553+00:00", "prompt_metrics": {"chars": 21538, "bytes_utf8": 21538, "lines": 622, "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\":\"019e4110-c719-7b81-8f9b-22ac9d60c9cd\"}\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": "2026-05-19T16:28:06.772155+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": 3042.05, "started_at": "2026-05-19T16:28:03.729029+00:00", "ended_at": "2026-05-19T16:28:06.771160+00:00", "prompt_metrics": {"chars": 21538, "bytes_utf8": 21538, "lines": 622, "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\":\"019e4110-da7f-74e1-8a8b-c8bdae65ab97\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d344eb4239bc2675559fcfd88bc31b4a09b27c8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:07.775872+00:00",
+  "ended_at": "2026-05-19T16:12:10.986746+00:00",
+  "elapsed_ms": 3210.85,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21984,
+    "bytes_utf8": 21984,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..56c54968d46c2d9b8a5666f232e0a0d92e281198
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:11.989480+00:00",
+  "ended_at": "2026-05-19T16:12:15.857217+00:00",
+  "elapsed_ms": 3867.69,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21984,
+    "bytes_utf8": 21984,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..819065ec5e27fb52282e445896bcd2d2c78d4d84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/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_washer, measure_col=policy_tenure.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_washer",
+    "measure_col": "policy_tenure",
+    "item_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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..819065ec5e27fb52282e445896bcd2d2c78d4d84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/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_washer, measure_col=policy_tenure.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_washer",
+    "measure_col": "policy_tenure",
+    "item_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
+  },
+  "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2f1d7a419093678c0dcbf355864d363bf451244
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-43e3-7c33-b767-fca69bfb78bb"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62907a47e817f49aa8a192315ec31fcd69abcd9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-43e3-7c33-b767-fca69bfb78bb"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3b32f9796b4d5a0be7299cb62ec24856b524031
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-5452-7b30-81ce-2d0bceea447e"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..781f04a50d3346f48f4d5a9a0cb1ea7de50ab503
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-5452-7b30-81ce-2d0bceea447e"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_b986366cbfda3714/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5928e616a58ad42dd2c16694f77664e1ded166c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 42435, "support_share": 0.72424563080284, "cumulative_support": 42435}, {"value_label": "No", "support": 16157, "support_share": 0.27575436919716, "cumulative_support": 58592}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d53383db46abd45aa20ca69d683d510f214fad8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/generated_sql.sql
@@ -0,0 +1,28 @@
+-- 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: value_imbalance_profile
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m2_bbc50a1e00ab3afa
+-- problem_id: v2p_m2_79f70e20e37e4f57
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "is_ecw" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "is_ecw"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5834dd0443141e6471609abe2a4cf65911fba87b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/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: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m2_bbc50a1e00ab3afa\n-- problem_id: v2p_m2_79f70e20e37e4f57\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"is_ecw\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"is_ecw\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\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: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m2_bbc50a1e00ab3afa\\n-- problem_id: v2p_m2_79f70e20e37e4f57\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"is_ecw\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"is_ecw\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Yes\", \"support\": 42435, \"support_share\": 0.72424563080284, \"cumulative_support\": 42435}, {\"value_label\": \"No\", \"support\": 16157, \"support_share\": 0.27575436919716, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.79}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..59dca222c3999f7f5073ebae71217f7561032d8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.536017+00:00",
+  "ended_at": "2026-05-19T16:31:32.563843+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_bbc50a1e00ab3afa",
+    "problem_id": "v2p_m2_79f70e20e37e4f57",
+    "dataset_id": "m2",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "value_imbalance_profile",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=is_ecw.",
+    "bindings": {
+      "group_col": "is_ecw"
+    },
+    "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), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=12",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 12,
+    "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_bbc50a1e00ab3afa.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"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bbc50a1e00ab3afa/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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..12cc2ff41177962bf46c669284eb04a74bc58e0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/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": "2026-05-19T16:26:55.777928+00:00",
+  "ended_at": "2026-05-19T16:26:58.773878+00:00",
+  "elapsed_ms": 2995.9,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21465,
+    "bytes_utf8": 21465,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..33d26dfb47080cc844f7e1173a2350e1449cfcfc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/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": "2026-05-19T16:26:59.777940+00:00",
+  "ended_at": "2026-05-19T16:27:02.934285+00:00",
+  "elapsed_ms": 3156.27,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21465,
+    "bytes_utf8": 21465,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8655f86d88b7d26c7732da7f3f183d57626e7fe7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "width",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1755.0,
+    "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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8655f86d88b7d26c7732da7f3f183d57626e7fe7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=width.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "width",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1755.0,
+    "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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bb6cc316607dde72d368429669f8b581a35beff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-d122-7bc0-9a5c-5a80277ece6b"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..31db3c2585dec8a37612c3aafba6be0749478f0c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-d122-7bc0-9a5c-5a80277ece6b"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60fce5b1109038de28715f91274080f1c5acec99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-e0a9-7262-ab18-6a4b7947f18d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1e8d8f3c16098587a221b90e13d81adb6b4fbcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-e0a9-7262-ab18-6a4b7947f18d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bc35c6d48d29b603/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..089b1743dd550802c3358f4dfec4d0d999d121db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:13:37.508598+00:00",
+  "ended_at": "2026-05-19T16:13:45.252269+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_be76d7791f9829e8",
+    "problem_id": "v2p_m2_f590c1a65fbda5be",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=is_speed_alert, condition_col=transmission_type.",
+    "bindings": {
+      "group_col": "is_speed_alert",
+      "condition_col": "transmission_type",
+      "condition_value": "Manual",
+      "positive_value": "Manual",
+      "negative_value": "Automatic",
+      "top_k": 14,
+      "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": 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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=39"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f998c433e7e2db17ef34daff8642818ecd433f32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_be76d7791f9829e8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:40.371084+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": 2853.11, "started_at": "2026-05-19T16:13:37.517145+00:00", "ended_at": "2026-05-19T16:13:40.370287+00:00", "prompt_metrics": {"chars": 22384, "bytes_utf8": 22384, "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\":\"019e4103-a275-73f3-b6e7-4cc529865c2e\"}\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": "2026-05-19T16:13:45.252152+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": 3878.46, "started_at": "2026-05-19T16:13:41.372688+00:00", "ended_at": "2026-05-19T16:13:45.251190+00:00", "prompt_metrics": {"chars": 22384, "bytes_utf8": 22384, "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\":\"019e4103-b181-7f32-b6ed-00db6e9395e6\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a27d68ba394c070722e47864689c43b3fa1ab67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:14:05.834933+00:00",
+  "ended_at": "2026-05-19T16:14:13.280698+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_bf5740105f04985b",
+    "problem_id": "v2p_m2_fca8cced4af6925a",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_group_ratio_two_conditions",
+    "template_name": "Grouped Ratio of Two Conditions",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "contrastive_conditional_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=age_of_policyholder, condition_col=is_rear_window_wiper.",
+    "bindings": {
+      "group_col": "age_of_policyholder",
+      "condition_col": "is_rear_window_wiper",
+      "condition_value": "No",
+      "positive_value": "No",
+      "negative_value": "Yes",
+      "top_k": 13,
+      "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": 1510.0,
+      "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": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/1",
+      "binding_index=43"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..93935768900c85b217a0aec9be8e03d25d577560
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_bf5740105f04985b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:09.022550+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": 3178.36, "started_at": "2026-05-19T16:14:05.843380+00:00", "ended_at": "2026-05-19T16:14:09.021763+00:00", "prompt_metrics": {"chars": 22389, "bytes_utf8": 22389, "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\":\"019e4104-1120-71a3-9535-bb358c66f499\"}\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": "2026-05-19T16:14:13.280518+00:00", "event_type": "ai_cli_sql_generation_error", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 1, "elapsed_ms": 3254.93, "started_at": "2026-05-19T16:14:10.023923+00:00", "ended_at": "2026-05-19T16:14:13.278900+00:00", "prompt_metrics": {"chars": 22389, "bytes_utf8": 22389, "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\":\"019e4104-216e-7223-87c4-d994f88f252b\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a9959e003f436eee1edfa1ad781c625d2d763fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:22:11.386951+00:00",
+  "ended_at": "2026-05-19T16:22:20.134322+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_c16e4380a14212ab",
+    "problem_id": "v2p_m2_188fc354619fad99",
+    "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": "focused_target_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 focused_target_view. Focus on group_col=model, measure_col=policy_tenure.",
+    "bindings": {
+      "group_col": "model",
+      "measure_col": "policy_tenure",
+      "top_k": 10,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 1.039104,
+      "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=1/2",
+      "binding_index=90"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 7,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..56e0c529867a8700a4d001806fad16a608b84a97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c16e4380a14212ab/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:22:15.580300+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": 4178.19, "started_at": "2026-05-19T16:22:11.401076+00:00", "ended_at": "2026-05-19T16:22:15.579319+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-7a3e-7a03-915a-d70b83ccb8b3\"}\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": "2026-05-19T16:22:20.134214+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": 3550.92, "started_at": "2026-05-19T16:22:16.582167+00:00", "ended_at": "2026-05-19T16:22:20.133156+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-8e6e-7b62-830a-dce015883f59\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a22d38dd8d101f13d330c5d008f69fb90e658da0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "Yes", "support": 33928, "support_share": 0.5790551611141452, "cumulative_support": 33928}, {"value_label": "No", "support": 24664, "support_share": 0.4209448388858547, "cumulative_support": 58592}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..25232f679dc3802769bddc44e1a03d8efb9b331a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/generated_sql.sql
@@ -0,0 +1,28 @@
+-- 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: ranked_signal_view
+-- template_id: tpl_cardinality_distinct_share_profile
+-- query_record_id: v2q_m2_c270075f8a203eff
+-- problem_id: v2p_m2_f6157a43d1c7585a
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "is_front_fog_lights" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "is_front_fog_lights"
+), ranked AS (
+    SELECT
+        value_label,
+        support,
+        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,
+        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support
+    FROM grouped
+)
+SELECT *
+FROM ranked
+ORDER BY support DESC, value_label;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..23b5e5e40ca9ca20c566e49aad26ba109fe3a17e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/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: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m2_c270075f8a203eff\n-- problem_id: v2p_m2_f6157a43d1c7585a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"is_front_fog_lights\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"is_front_fog_lights\"\n), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\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: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m2_c270075f8a203eff\\n-- problem_id: v2p_m2_f6157a43d1c7585a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"is_front_fog_lights\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"is_front_fog_lights\\\"\\n), ranked AS (\\n    SELECT\\n        value_label,\\n        support,\\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n    FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Yes\", \"support\": 33928, \"support_share\": 0.5790551611141452, \"cumulative_support\": 33928}, {\"value_label\": \"No\", \"support\": 24664, \"support_share\": 0.4209448388858547, \"cumulative_support\": 58592}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.65}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c473c153eb32d30d03f821abd221f0f936c3790
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.451744+00:00",
+  "ended_at": "2026-05-19T16:31:32.479512+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_c270075f8a203eff",
+    "problem_id": "v2p_m2_f6157a43d1c7585a",
+    "dataset_id": "m2",
+    "template_id": "tpl_cardinality_distinct_share_profile",
+    "template_name": "Cardinality Distinct Share Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "ranked_signal_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=is_front_fog_lights.",
+    "bindings": {
+      "group_col": "is_front_fog_lights"
+    },
+    "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), ranked AS (\n    SELECT\n        value_label,\n        support,\n        CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n        SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n    FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/m2/sql/v2q_m2_c270075f8a203eff.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"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c270075f8a203eff/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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed31f811f24d618f75c4e82dd0ebcd48a180b741
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:52.654303+00:00",
+  "ended_at": "2026-05-19T16:15:56.058539+00:00",
+  "elapsed_ms": 3404.21,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21729,
+    "bytes_utf8": 21729,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..983715d44ed0b8b7c36a0ad9f413faf96ca257bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:57.061537+00:00",
+  "ended_at": "2026-05-19T16:16:03.416057+00:00",
+  "elapsed_ms": 6354.47,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21729,
+    "bytes_utf8": 21729,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca84800715c0c557603f4bfaf2ff960929947f25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "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 buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca84800715c0c557603f4bfaf2ff960929947f25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/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_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "primary_family": "tail_rarity_structure",
+    "portability": "partial",
+    "sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "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 buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2544391a2f6af3980d4d8e83532c16927b54b522
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-b25e-73d0-bcae-fb8973181b50"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0bf17522892cff45766215c0d6f90e82e0d553d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-b25e-73d0-bcae-fb8973181b50"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b24fd4ba1daefa85d4901e77b5a376176975fd34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-c38f-7110-8fe7-b8388a2be065"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fa82b3b26c8c33812ddffcd29ef0e7cdf766fcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-c38f-7110-8fe7-b8388a2be065"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c5bed689b2ca6089/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..477f53d5da607405afe4bd499837574af1265fff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/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": "2026-05-19T16:19:22.525476+00:00",
+  "ended_at": "2026-05-19T16:19:27.547090+00:00",
+  "elapsed_ms": 5021.58,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22082,
+    "bytes_utf8": 22082,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..164525f3d7c6b0247d4392960fe1dc13f1fcb308
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/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": "2026-05-19T16:19:28.550040+00:00",
+  "ended_at": "2026-05-19T16:19:31.778356+00:00",
+  "elapsed_ms": 3228.27,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22082,
+    "bytes_utf8": 22082,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..738322929baa108b60b69a274dd7037681188010
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/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_ecw, measure_col=airbags.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_ecw",
+    "measure_col": "airbags",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..738322929baa108b60b69a274dd7037681188010
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/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_ecw, measure_col=airbags.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_ecw",
+    "measure_col": "airbags",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 2.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a3b54f9597d6e4a26fa143ca316f3d8e2a590faa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-e648-7fe2-b577-f0cec9bf2a1a"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e06ff09540cb751cab3a52bc6bdab4dedaee415c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-e648-7fe2-b577-f0cec9bf2a1a"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac61d1de67b00a67bdb09f000b13ce3f3c887294
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-fda5-7002-8593-47ed61d6ff2d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..437edb478bf31edfa90c2ba736f8376099fe28a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-fda5-7002-8593-47ed61d6ff2d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c93db6d39c8ba636/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc1367caa6230732b5bf2c2399235cfc1c1dd238
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:09.844235+00:00",
+  "ended_at": "2026-05-19T16:29:13.319834+00:00",
+  "elapsed_ms": 3475.54,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21610,
+    "bytes_utf8": 21610,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc745f01629ac81cd049d9e24d358640d5a200a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:29:14.323510+00:00",
+  "ended_at": "2026-05-19T16:29:17.683423+00:00",
+  "elapsed_ms": 3359.85,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21610,
+    "bytes_utf8": 21610,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d7a75ab23e553552c34725bc009af1a65d45083
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=model, measure_col=height.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "height",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d7a75ab23e553552c34725bc009af1a65d45083
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/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_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=model, measure_col=height.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "model",
+    "measure_col": "height",
+    "top_k": 12,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83d48ab41541d8379bc11c7bc0c2974921ff6388
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-dccb-7802-917b-bf5a64097ad1"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32f1a3a4886afb52fb683c5ed2705decda0cd9ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-dccb-7802-917b-bf5a64097ad1"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99c6434f1d38045728f60f6a67dabb4952db9e6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-ee43-7102-bcf8-10e2a5330bb7"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c651dcad6cf02bb630d28019b5697d0977075fd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-ee43-7102-bcf8-10e2a5330bb7"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_c9e5f1c01320a74b/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cec1bc14127f27d6ff0a1249c156c547f840cced
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:08:48.318059+00:00",
+  "ended_at": "2026-05-19T16:08:55.916442+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_cb97471b19eec13b",
+    "problem_id": "v2p_m2_7681746c19676ba7",
+    "dataset_id": "m2",
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "family_id": "subgroup_structure",
+    "canonical_subitem_id": "internal_profile_stability",
+    "intended_facet_id": "subgroup_rank_order",
+    "variant_semantic_role": "collapsed_target_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=fuel_type, measure_col=cylinder.",
+    "bindings": {
+      "group_col": "fuel_type",
+      "measure_col": "cylinder",
+      "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": 4.0,
+      "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": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "notes": [
+      "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast",
+      "template_selection_mode=rule",
+      "problem_index_within_template=8",
+      "sql_variant_index=1/2",
+      "binding_index=7"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 8,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..070a8937adadb2023b429b5aceabfe49e3ff2cb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_cb97471b19eec13b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:08:51.678074+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": 3350.47, "started_at": "2026-05-19T16:08:48.326781+00:00", "ended_at": "2026-05-19T16:08:51.677277+00:00", "prompt_metrics": {"chars": 21532, "bytes_utf8": 21532, "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\":\"019e40ff-38cd-7083-aff2-a6a20bf0fcf2\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:08:55.916348+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": 3235.85, "started_at": "2026-05-19T16:08:52.679587+00:00", "ended_at": "2026-05-19T16:08:55.915465+00:00", "prompt_metrics": {"chars": 21532, "bytes_utf8": 21532, "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\":\"019e40ff-49c7-7a00-b83e-c482bf412bd7\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4d33cc9c9510c552a72d71962af12d4cc3846050
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/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": "2026-05-19T16:17:31.078965+00:00",
+  "ended_at": "2026-05-19T16:17:34.165966+00:00",
+  "elapsed_ms": 3086.94,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22105,
+    "bytes_utf8": 22105,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0945c062b55ae96614a2d3eccae9984e607a6763
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/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": "2026-05-19T16:17:35.169449+00:00",
+  "ended_at": "2026-05-19T16:17:41.802644+00:00",
+  "elapsed_ms": 6633.13,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22105,
+    "bytes_utf8": 22105,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25545ab7df6e8e2f234a729b5ae53197b6745aa5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/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 count_distribution. Focus on group_col=is_brake_assist, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_brake_assist",
+    "measure_col": "ncap_rating",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25545ab7df6e8e2f234a729b5ae53197b6745aa5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/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 count_distribution. Focus on group_col=is_brake_assist, measure_col=ncap_rating.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_brake_assist",
+    "measure_col": "ncap_rating",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca16c356eac4cc2a92a5778009947f4b94d7d0f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-3337-7c30-89bc-a6ab6aed81a3"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..765629919d11bc5ab6b141232b986612246f0bea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-3337-7c30-89bc-a6ab6aed81a3"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc7eaca0c92f5540f46f0be8a59ced896f3370e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-434c-71c0-8b0d-84c9af970344"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c43e5fadf7fe9ceaee5e1eee7ca00677829756a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-434c-71c0-8b0d-84c9af970344"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..30185d2e3ae766bf12a30f170fa9babbe4a3cb7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:17:31.062726+00:00",
+  "ended_at": "2026-05-19T16:17:41.804542+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_d15aa1ed65297819",
+    "problem_id": "v2p_m2_0f054905c7e61524",
+    "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": "count_distribution",
+    "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 count_distribution. Focus on group_col=is_brake_assist, measure_col=ncap_rating.",
+    "bindings": {
+      "group_col": "is_brake_assist",
+      "measure_col": "ncap_rating",
+      "top_k": 14,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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",
+      "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=3",
+      "sql_variant_index=1/2",
+      "binding_index=74"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 3,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2f13f86743f19eb5e6c3a9defbb8dab3f90adb19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d15aa1ed65297819/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:34.167089+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": 3086.94, "started_at": "2026-05-19T16:17:31.078965+00:00", "ended_at": "2026-05-19T16:17:34.165966+00:00", "prompt_metrics": {"chars": 22105, "bytes_utf8": 22105, "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\":\"019e4107-3337-7c30-89bc-a6ab6aed81a3\"}\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": "2026-05-19T16:17:41.804236+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": 6633.13, "started_at": "2026-05-19T16:17:35.169449+00:00", "ended_at": "2026-05-19T16:17:41.802644+00:00", "prompt_metrics": {"chars": 22105, "bytes_utf8": 22105, "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\":\"019e4107-434c-71c0-8b0d-84c9af970344\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..22d023c1bf3ba98b7e6ca62acb6ea1d525a7d821
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:16:10.989383+00:00",
+  "ended_at": "2026-05-19T16:16:18.456271+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_d2170a1edd14547c",
+    "problem_id": "v2p_m2_1e2314abe40cac62",
+    "dataset_id": "m2",
+    "template_id": "tpl_m4_quantile_tail_slice",
+    "template_name": "Quantile Tail Slice",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "rare_extreme_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=make.",
+    "bindings": {
+      "measure_col": "make",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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": [
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH buckets AS (\n    SELECT {measure_col},\n           NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n    FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1",
+      "binding_index=64"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cdf23c7b9c48d17edf10c0bd3f71c41bedc6464d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d2170a1edd14547c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:16:14.495477+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": 3491.72, "started_at": "2026-05-19T16:16:11.002603+00:00", "ended_at": "2026-05-19T16:16:14.494377+00:00", "prompt_metrics": {"chars": 21694, "bytes_utf8": 21694, "lines": 622, "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\":\"019e4105-fa69-7413-ac3a-2706d48ba38c\"}\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": "2026-05-19T16:16:18.456165+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": 2958.11, "started_at": "2026-05-19T16:16:15.497064+00:00", "ended_at": "2026-05-19T16:16:18.455228+00:00", "prompt_metrics": {"chars": 21694, "bytes_utf8": 21694, "lines": 622, "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\":\"019e4106-0c08-7e51-b6ea-8a0dbeb04460\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1368ee014d069b6faf5e5c5f9f34d6506e66cfd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:19:53.984577+00:00",
+  "ended_at": "2026-05-19T16:20:01.302840+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_d3871bfb39a32540",
+    "problem_id": "v2p_m2_0bd552ab3856d163",
+    "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": "focused_target_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 focused_target_view. Focus on group_col=age_of_car, measure_col=turning_radius.",
+    "bindings": {
+      "group_col": "age_of_car",
+      "measure_col": "turning_radius",
+      "top_k": 14,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 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",
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=84"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 1,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..abac8ac9acf02c775d30a907d442a2c8fb8109a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d3871bfb39a32540/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:19:57.056880+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": 3062.83, "started_at": "2026-05-19T16:19:53.993053+00:00", "ended_at": "2026-05-19T16:19:57.055914+00:00", "prompt_metrics": {"chars": 21726, "bytes_utf8": 21726, "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\":\"019e4109-610a-7b62-92c7-5127f0cf8db3\"}\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": "2026-05-19T16:20:01.302702+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": 3242.48, "started_at": "2026-05-19T16:19:58.058984+00:00", "ended_at": "2026-05-19T16:20:01.301542+00:00", "prompt_metrics": {"chars": 21726, "bytes_utf8": 21726, "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\":\"019e4109-70f4-7273-a8f7-bba570c41b3c\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9974d25f7f11894c0c4506795973eb30193a4e60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:58.563259+00:00",
+  "ended_at": "2026-05-19T16:10:01.814606+00:00",
+  "elapsed_ms": 3251.32,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21460,
+    "bytes_utf8": 21460,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..80ce7f1bd57d7fba4a8c143fc6e713e7f0253d2d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:02.818437+00:00",
+  "ended_at": "2026-05-19T16:10:06.308503+00:00",
+  "elapsed_ms": 3490.02,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21460,
+    "bytes_utf8": 21460,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e8a90e54327a66bc021811a1a620ba5d92b7813
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_parking_camera.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "is_parking_camera",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e8a90e54327a66bc021811a1a620ba5d92b7813
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_parking_camera.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "is_parking_camera",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.11,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9345eaf62bac429d539b5dcae52ba8d9921e3e1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-4b1b-7363-8389-ae788b51eada"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fec2ea01c7fd33713c16c56963fcfa03472456e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-4b1b-7363-8389-ae788b51eada"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6955319e47dab3c76541c1851206d5010764e5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-5bc7-7482-8506-6ee39f032f00"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91e64ee66ab15eaa0ba068e1cedcdba5d95925bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-5bc7-7482-8506-6ee39f032f00"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_d8aa1c43288c1664/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d964f19553ca7001da7ff2f8dafbfe0bf0791f45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/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": "2026-05-19T16:17:13.266421+00:00",
+  "ended_at": "2026-05-19T16:17:16.315671+00:00",
+  "elapsed_ms": 3049.21,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22127,
+    "bytes_utf8": 22127,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2aa4f86a45a1947894a6cc64697ddc8cbc8747df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/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": "2026-05-19T16:17:17.318966+00:00",
+  "ended_at": "2026-05-19T16:17:20.904610+00:00",
+  "elapsed_ms": 3585.57,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22127,
+    "bytes_utf8": 22127,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6550f13418dedef47e5d4f7c57be421ab30ac19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/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_rear_window_defogger, measure_col=gross_weight.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_rear_window_defogger",
+    "measure_col": "gross_weight",
+    "top_k": 13,
+    "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": 1510.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6550f13418dedef47e5d4f7c57be421ab30ac19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/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_rear_window_defogger, measure_col=gross_weight.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_rear_window_defogger",
+    "measure_col": "gross_weight",
+    "top_k": 13,
+    "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": 1510.0,
+    "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": "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a428da9f12df688ad1b1a8d20b58a5eb588c11bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-ed9c-70a3-906e-f25e2721deb2"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..79e60ada2107a1eac6f10cdf3c26b9e3280d2e20
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-ed9c-70a3-906e-f25e2721deb2"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa6ef8ca4e619281e0eb778dcbf6c7bb3e802f4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-fd78-7340-adec-41543467ee7c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c6c787733b2df09b18019d1a1f4c1dd6b69d6c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-fd78-7340-adec-41543467ee7c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..37c22110e6bbbb0b300bb930eaee9a8781712350
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:17:13.252742+00:00",
+  "ended_at": "2026-05-19T16:17:20.906024+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_db585cad0a22c04d",
+    "problem_id": "v2p_m2_a83b4cebe0964ab3",
+    "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_rear_window_defogger, measure_col=gross_weight.",
+    "bindings": {
+      "group_col": "is_rear_window_defogger",
+      "measure_col": "gross_weight",
+      "top_k": 13,
+      "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": 1510.0,
+      "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 2,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b5b988342bbe4f9f769510635ac8ae79dd3d24b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db585cad0a22c04d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:16.316810+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": 3049.21, "started_at": "2026-05-19T16:17:13.266421+00:00", "ended_at": "2026-05-19T16:17:16.315671+00:00", "prompt_metrics": {"chars": 22127, "bytes_utf8": 22127, "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\":\"019e4106-ed9c-70a3-906e-f25e2721deb2\"}\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": "2026-05-19T16:17:20.905860+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": 3585.57, "started_at": "2026-05-19T16:17:17.318966+00:00", "ended_at": "2026-05-19T16:17:20.904610+00:00", "prompt_metrics": {"chars": 22127, "bytes_utf8": 22127, "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\":\"019e4106-fd78-7340-adec-41543467ee7c\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9f931a8e9c3f2f1565ba7da1ba4ebf57cc561be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:18.368218+00:00",
+  "ended_at": "2026-05-19T16:09:21.453014+00:00",
+  "elapsed_ms": 3084.77,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21536,
+    "bytes_utf8": 21536,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0882a0a581550dd2f6a70a576e0c7dd20f22b1c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:22.456467+00:00",
+  "ended_at": "2026-05-19T16:09:25.476400+00:00",
+  "elapsed_ms": 3019.88,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21536,
+    "bytes_utf8": 21536,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..987ccb39812799590ed1dc3dbc8b62bdfcbe79cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "max_torque",
+    "measure_col": "gear_box",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..987ccb39812799590ed1dc3dbc8b62bdfcbe79cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=max_torque, measure_col=gear_box.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "max_torque",
+    "measure_col": "gear_box",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0fe23fd4bb910be575b11d430efbff026ced75f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-ae32-7d72-925b-db8c57aff856"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d412aaa586fd5c74afa157bab6dcb647e341d57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-ae32-7d72-925b-db8c57aff856"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef5e6bd2f1749c6c3adad04d34744a0177a3e304
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-be2b-7111-ba4a-0adfd8e12adf"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1466d1671caf5b49c6b124680381e21420210010
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-be2b-7111-ba4a-0adfd8e12adf"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6e77303b6866142b1543a564a1403e52547141d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_db770b4370846ab5/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:21.454312+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": 3084.77, "started_at": "2026-05-19T16:09:18.368218+00:00", "ended_at": "2026-05-19T16:09:21.453014+00:00", "prompt_metrics": {"chars": 21536, "bytes_utf8": 21536, "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\":\"019e40ff-ae32-7d72-925b-db8c57aff856\"}\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": "2026-05-19T16:09:25.477160+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": 3019.88, "started_at": "2026-05-19T16:09:22.456467+00:00", "ended_at": "2026-05-19T16:09:25.476400+00:00", "prompt_metrics": {"chars": 21536, "bytes_utf8": 21536, "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\":\"019e40ff-be2b-7111-ba4a-0adfd8e12adf\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..74f68c68ee20131ea721a451d87cd3eb79625a9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:12:51.807637+00:00",
+  "ended_at": "2026-05-19T16:12:59.779170+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_dc827ea6d0a77824",
+    "problem_id": "v2p_m2_413bbc4419ed1f41",
+    "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": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=is_power_door_locks, measure_col=population_density.",
+    "bindings": {
+      "group_col": "is_power_door_locks",
+      "measure_col": "population_density",
+      "item_col": "area_cluster",
+      "top_k": 18,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 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",
+      "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=10",
+      "sql_variant_index=2/2",
+      "binding_index=33"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 10,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..21ed4beea680f2cec2a8279cde1688e979645805
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_dc827ea6d0a77824/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:56.025963+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": 4208.14, "started_at": "2026-05-19T16:12:51.816074+00:00", "ended_at": "2026-05-19T16:12:56.024249+00:00", "prompt_metrics": {"chars": 21993, "bytes_utf8": 21993, "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\":\"019e4102-efe9-7591-83fa-8b3b06ccea1e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing details.\"}\n{\"type\":\"turn.failed\",\"error\":{\"message\":\"Quota exceeded. Check your plan and billing details.\"}}", "error": "AI CLI command failed with exit code 1: "}
+{"timestamp": "2026-05-19T16:12:59.779083+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": 2751.07, "started_at": "2026-05-19T16:12:57.027225+00:00", "ended_at": "2026-05-19T16:12:59.778330+00:00", "prompt_metrics": {"chars": 21993, "bytes_utf8": 21993, "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\":\"019e4103-045a-79f0-b909-6ff6e02472c1\"}\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: "}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..01c8bfaf632a613ed10cbc965cea8b14a5be929c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:08.741863+00:00",
+  "ended_at": "2026-05-19T16:15:16.784521+00:00",
+  "elapsed_ms": 8042.62,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21890,
+    "bytes_utf8": 21890,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef7d9e95f93bb9dfb7319f07366989db77419e30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:15:17.786563+00:00",
+  "ended_at": "2026-05-19T16:15:20.675450+00:00",
+  "elapsed_ms": 2888.85,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21890,
+    "bytes_utf8": 21890,
+    "lines": 628,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e238d661305cd7ccbae84d05e5f90ba2fd16288e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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_parking_sensors.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "is_parking_sensors",
+    "predicate_col": "engine_type",
+    "predicate_op": "=",
+    "predicate_value": "i-DTEC",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e238d661305cd7ccbae84d05e5f90ba2fd16288e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,628 @@
+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_c2_filtered_group_count_2d",
+    "template_name": "Filtered Two-Dimensional Group Count",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "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_parking_sensors.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "age_of_policyholder",
+    "group_col_2": "is_parking_sensors",
+    "predicate_col": "engine_type",
+    "predicate_op": "=",
+    "predicate_value": "i-DTEC",
+    "top_k": 14,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6aa78889bf429932400a7e78e918e575602573a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-06cd-7bc0-a99d-6700a167caa4"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a614f245ddd031dd463fe4afaf8e71858cedcc22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-06cd-7bc0-a99d-6700a167caa4"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb28fe486b4446baa5ba3690e7a790ceda980dfb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-2a30-7d63-a98b-842b9bf261a4"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea8b1d1340f3fc6045c3e488f09e31aeaf42932c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-2a30-7d63-a98b-842b9bf261a4"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_df9b5a0135231b9c/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4056410fc9d51221a6087c083b7f0005aefeb794
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:03.634721+00:00",
+  "ended_at": "2026-05-19T16:08:07.073787+00:00",
+  "elapsed_ms": 3439.04,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21515,
+    "bytes_utf8": 21515,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cee421424007ca833ef567f2fabdbecc37b09078
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:08:08.075652+00:00",
+  "ended_at": "2026-05-19T16:08:10.925038+00:00",
+  "elapsed_ms": 2849.35,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21515,
+    "bytes_utf8": 21515,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcb6c3faaa0e341fa26ad2ebc43ad6731e5b6c97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=make, measure_col=make.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "make",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fcb6c3faaa0e341fa26ad2ebc43ad6731e5b6c97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/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_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=make, measure_col=make.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "make",
+    "top_k": 14,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 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}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..03adc8fcdb902c14e7954f94bef59e8dcfedfdd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-8a43-7cc0-989d-ec6ca3bc210d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a57b819d0f0ec9acae947989ef629fb54f1f1b1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-8a43-7cc0-989d-ec6ca3bc210d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5caeca4309651536d97d6459a88b2235b00cb249
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-9b8a-7df2-8ae1-035c56eb8765"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49bc5650c0c137528c22e43093f640bd23475e31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40fe-9b8a-7df2-8ae1-035c56eb8765"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e0e1c8b3a4172dff/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2b8578c7c94662a026c2a84258e335dd6cc94a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:10.958270+00:00",
+  "ended_at": "2026-05-19T16:27:14.440189+00:00",
+  "elapsed_ms": 3481.87,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21575,
+    "bytes_utf8": 21575,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a69bbf1e6d2132c2a77088e15b2c3f549c512610
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:27:15.443547+00:00",
+  "ended_at": "2026-05-19T16:27:18.875177+00:00",
+  "elapsed_ms": 3431.57,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21575,
+    "bytes_utf8": 21575,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8248842386cc6648458c4c8db786130834a92366
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/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=is_driver_seat_height_adjustable.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_driver_seat_height_adjustable",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8248842386cc6648458c4c8db786130834a92366
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/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=is_driver_seat_height_adjustable.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "is_driver_seat_height_adjustable",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f35da423213f6465de93ebcfda57c935bf974de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-0c74-7b00-8e89-202e020d5beb"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5918e567ea686e78e4ac7c590a1a2383c7b52382
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-0c74-7b00-8e89-202e020d5beb"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7879f49b0770e197cf39627514880b71333add7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-1df6-7880-9548-0ef6367407dc"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77a4738abdaa0a36d17853c65f5c0ea06c96b6de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-1df6-7880-9548-0ef6367407dc"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e5b09e8f1e825142/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c46867326c4fd2149306cfa55fd233facedc1ff0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:35.711484+00:00",
+  "ended_at": "2026-05-19T16:10:40.350783+00:00",
+  "elapsed_ms": 4639.27,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21951,
+    "bytes_utf8": 21951,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e596a103d7d4357e9f94c674e12dba0f0e05986
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:41.352654+00:00",
+  "ended_at": "2026-05-19T16:10:44.528482+00:00",
+  "elapsed_ms": 3175.79,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21951,
+    "bytes_utf8": 21951,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c2f93e5bdf2f49a57bb69056ebcd7f494ef26b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/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=length, measure_col=turning_radius.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "length",
+    "measure_col": "turning_radius",
+    "item_col": "policy_tenure",
+    "top_k": 19,
+    "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": 4.9,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c2f93e5bdf2f49a57bb69056ebcd7f494ef26b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/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=length, measure_col=turning_radius.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "length",
+    "measure_col": "turning_radius",
+    "item_col": "policy_tenure",
+    "top_k": 19,
+    "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": 4.9,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..892996025b6b0a43f717a21613fed750ac915188
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-dc32-7da1-a923-eac44d025218"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45e346be196f0b0b8a898e855920045c3c21f003
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-dc32-7da1-a923-eac44d025218"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ecfc3faf5e3f17f47e1ad5fd8f3f95898ce72a24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-f246-7ef3-8b3b-a95631df866d"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b8fb8758c60ad2bf0b232b1b82437142fdf9145
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-f246-7ef3-8b3b-a95631df866d"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_e6ba6bbbdd5dcf29/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb0de0ffc690641aa60dda711192cbe3df4c8efe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:17.263223+00:00",
+  "ended_at": "2026-05-19T16:25:20.985803+00:00",
+  "elapsed_ms": 3722.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21797,
+    "bytes_utf8": 21797,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ca2aff05a6579bd2b0e12772bdac8a4ee26fa37
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:21.988503+00:00",
+  "ended_at": "2026-05-19T16:25:25.439318+00:00",
+  "elapsed_ms": 3450.76,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21797,
+    "bytes_utf8": 21797,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..929050ed40cce39ee2fb034345bdde267604eaae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=cylinder, condition_col=is_power_door_locks.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "cylinder",
+    "condition_col": "is_power_door_locks",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 13,
+    "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": 1510.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..929050ed40cce39ee2fb034345bdde267604eaae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=cylinder, condition_col=is_power_door_locks.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "cylinder",
+    "condition_col": "is_power_door_locks",
+    "condition_value": "Yes",
+    "positive_value": "Yes",
+    "negative_value": "No",
+    "top_k": 13,
+    "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": 1510.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd6e25aa5f8002536383c7afc0fc06128982f24b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-505c-7093-94a6-b181fb8fd2b8"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0f90327b6b0fb32c44a9f04329b89fa28649e2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-505c-7093-94a6-b181fb8fd2b8"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a9e3f61197842bcac483a55ad1a207a32b926ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-62b8-71b2-a04c-2968029bb9fd"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca9bfb4a07dfec0c812d84c7098cf5f84153be7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-62b8-71b2-a04c-2968029bb9fd"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eaf4987bc5e99366/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..59ef3bfd15cdfbaed82f010c0a67b887a08c592c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:44.540615+00:00",
+  "ended_at": "2026-05-19T16:10:47.631317+00:00",
+  "elapsed_ms": 3090.68,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21931,
+    "bytes_utf8": 21931,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdc81529329611b2ea9788227c7a1fea0c2678c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:10:48.633293+00:00",
+  "ended_at": "2026-05-19T16:10:51.745698+00:00",
+  "elapsed_ms": 3112.37,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21931,
+    "bytes_utf8": 21931,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98db05dcbba93e30583fad81339ae426c3bef553
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/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=width, measure_col=length.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "width",
+    "measure_col": "length",
+    "item_col": "age_of_car",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3995.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..98db05dcbba93e30583fad81339ae426c3bef553
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/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=width, measure_col=length.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "width",
+    "measure_col": "length",
+    "item_col": "age_of_car",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 3995.0,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..35ba831e39c2e611a66cdcaab7ec54a321407af8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-feb9-7ae0-a11e-578475eb7cff"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5e8e417a3d740fd1a48740747edb548e4d387e7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-feb9-7ae0-a11e-578475eb7cff"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e9d885003bca252e57426c65b9f2d1aa0d0a219
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-0eb3-7482-9b9e-1b001c833251"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4904ec841cde279899629fdd7a8421c1465c5753
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-0eb3-7482-9b9e-1b001c833251"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ecbaff2881db56e5/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7da6cdfd0fc7492a22a781648c6679cd4c6c196
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "3445", "support": 14948, "support_share": 0.2551201529219006, "support_rank": 1}, {"value_label": "4300", "support": 14018, "support_share": 0.23924767886400874, "support_rank": 2}, {"value_label": "3845", "support": 13776, "support_share": 0.2351174221736756, "support_rank": 3}, {"value_label": "3990", "support": 4538, "support_share": 0.07745084653194975, "support_rank": 4}, {"value_label": "3655", "support": 4173, "support_share": 0.07122132714363735, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3d9f1e54c6b6e6f8404136363a0ec2b166a55f6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/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: value_imbalance_profile
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_m2_eceb3add1cb70a37
+-- problem_id: v2p_m2_9779fd824b1ccca3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "length" AS value_label, COUNT(*) AS support
+    FROM "m2"
+    GROUP BY "length"
+)
+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;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c7e82dbd3447ff68d492160fa89c9e5f2ccd0ff7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/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: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m2_eceb3add1cb70a37\n-- problem_id: v2p_m2_9779fd824b1ccca3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"length\" AS value_label, COUNT(*) AS support\n    FROM \"m2\"\n    GROUP BY \"length\"\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: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m2_eceb3add1cb70a37\\n-- problem_id: v2p_m2_9779fd824b1ccca3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"length\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"m2\\\"\\n    GROUP BY \\\"length\\\"\\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\": \"3445\", \"support\": 14948, \"support_share\": 0.2551201529219006, \"support_rank\": 1}, {\"value_label\": \"4300\", \"support\": 14018, \"support_share\": 0.23924767886400874, \"support_rank\": 2}, {\"value_label\": \"3845\", \"support\": 13776, \"support_share\": 0.2351174221736756, \"support_rank\": 3}, {\"value_label\": \"3990\", \"support\": 4538, \"support_share\": 0.07745084653194975, \"support_rank\": 4}, {\"value_label\": \"3655\", \"support\": 4173, \"support_share\": 0.07122132714363735, \"support_rank\": 5}, {\"value_label\": \"3995\", \"support\": 3194, \"support_share\": 0.05451256144183506, \"support_rank\": 6}, {\"value_label\": \"3731\", \"support\": 2373, \"support_share\": 0.04050040961223375, \"support_rank\": 7}, {\"value_label\": \"3675\", \"support\": 1209, \"support_share\": 0.02063421627525942, \"support_rank\": 8}, {\"value_label\": \"3993\", \"support\": 363, \"support_share\": 0.006195385035499727, \"support_rank\": 9}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.09}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4c72e0f6133e831ec8c455ae0754646793520b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:31:32.776048+00:00",
+  "ended_at": "2026-05-19T16:31:32.803143+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_eceb3add1cb70a37",
+    "problem_id": "v2p_m2_9779fd824b1ccca3",
+    "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": "value_imbalance_profile",
+    "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=length.",
+    "bindings": {
+      "group_col": "length"
+    },
+    "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=8",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 8,
+    "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_eceb3add1cb70a37.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"
+  }
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eceb3add1cb70a37/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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0e601fee3934df8d0f37e3db0948f9ddeb5f503
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/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": "2026-05-19T16:11:59.675271+00:00",
+  "ended_at": "2026-05-19T16:12:03.503238+00:00",
+  "elapsed_ms": 3827.94,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21987,
+    "bytes_utf8": 21987,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..630e0ecaf5ece2b9bd5625c33914544edcf4c778
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:12:04.505984+00:00",
+  "ended_at": "2026-05-19T16:12:07.766558+00:00",
+  "elapsed_ms": 3260.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21987,
+    "bytes_utf8": 21987,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39044b9fa1c06801b6ada84bdf93f37eab7daa1d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/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 within_group_proportion. Focus on group_col=is_rear_window_washer, measure_col=policy_tenure.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_washer",
+    "measure_col": "policy_tenure",
+    "item_col": "policy_tenure",
+    "top_k": 10,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39044b9fa1c06801b6ada84bdf93f37eab7daa1d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/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 within_group_proportion. Focus on group_col=is_rear_window_washer, measure_col=policy_tenure.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "is_rear_window_washer",
+    "measure_col": "policy_tenure",
+    "item_col": "policy_tenure",
+    "top_k": 10,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1.039104,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08cfb1e014fa57ab4abbb4554b50789f53c37297
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-2430-7890-b5f8-cdd44344c9cb"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13700a19ba79b4eabb531a10fd6086e9189629af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-2430-7890-b5f8-cdd44344c9cb"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df8ede3e54cdf0bcd696c884fea08f560e71ab5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-3722-7f42-b1d6-8574db8c35dd"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f22be6ac8d9a1b0e8b06ff9cb2b52a6899645a2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-3722-7f42-b1d6-8574db8c35dd"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ed65733ab7cad5c3/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..97473423256175054cbdc46681ed59276311f786
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/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": "2026-05-19T16:21:24.695397+00:00",
+  "ended_at": "2026-05-19T16:21:30.044402+00:00",
+  "elapsed_ms": 5348.98,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21713,
+    "bytes_utf8": 21713,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a3e4cf748e7815cbda008a2031b723f56c902ef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/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": "2026-05-19T16:21:31.047407+00:00",
+  "ended_at": "2026-05-19T16:21:34.229072+00:00",
+  "elapsed_ms": 3181.62,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21713,
+    "bytes_utf8": 21713,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2ed27d2af6fd52da8f4e23b18bec7c81a2e618a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=make, measure_col=gross_weight.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "gross_weight",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1510.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2ed27d2af6fd52da8f4e23b18bec7c81a2e618a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=make, measure_col=gross_weight.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "make",
+    "measure_col": "gross_weight",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 1510.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f15565aff6a6937cf582aaa30b56f8aa67590f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-c376-7d42-a39c-3548f6f2000f"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1fca0f8dcb580a13cd2fc4cf091b4598d121933
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-c376-7d42-a39c-3548f6f2000f"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..40c4fa01f663014f47c75d34a5312a6baeda42c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-dc2c-7990-82b7-46f51fbb8613"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aef8722deacbcef7e0f9f46b2a1c1cc5eaab7143
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-dc2c-7990-82b7-46f51fbb8613"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_eee14e51009c78cc/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3da296c00ef7fd2d9a603a9d15ecacc835673a69
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:25:57.490930+00:00",
+  "ended_at": "2026-05-19T16:26:01.097761+00:00",
+  "elapsed_ms": 3606.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21459,
+    "bytes_utf8": 21459,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fec4ce7e213bfdfe23398648629d72c05b93a5be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/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": "2026-05-19T16:26:02.100668+00:00",
+  "ended_at": "2026-05-19T16:26:05.462984+00:00",
+  "elapsed_ms": 3362.27,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21459,
+    "bytes_utf8": 21459,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..478df8aaa0df47bb50c5a1f05dd4f85291122af6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=make.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "make",
+    "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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..478df8aaa0df47bb50c5a1f05dd4f85291122af6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/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_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "required_roles": [
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=make.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "make",
+    "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 AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa6aa30de273862130bd1898573e611783d277c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-ed7e-78f1-94cc-6713dad0b35a"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97dd6c561349d47af9c592ca5b651c12e3aa4ddc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-ed7e-78f1-94cc-6713dad0b35a"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cd315932c6056064c46271a8bfab7a018ff93d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-ff71-7362-86bd-d0e64cb01e1c"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bb7996d73542576938a777f6aa108397a84978f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-ff71-7362-86bd-d0e64cb01e1c"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f2ea549959dc7024/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e7b2bbb32b8ec2140360e86714cda8854f604b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/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": "2026-05-19T16:24:13.893801+00:00",
+  "ended_at": "2026-05-19T16:24:16.856469+00:00",
+  "elapsed_ms": 2962.62,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21815,
+    "bytes_utf8": 21815,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffea40823c6a2cb76fd957bf6710fb50d03548be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/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": "2026-05-19T16:24:17.859227+00:00",
+  "ended_at": "2026-05-19T16:24:21.101632+00:00",
+  "elapsed_ms": 3242.35,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21815,
+    "bytes_utf8": 21815,
+    "lines": 627,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a901e6be4909fec1bcb623fed9dd7cc97cca5dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=is_parking_sensors, condition_col=is_rear_window_wiper.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_parking_sensors",
+    "condition_col": "is_rear_window_wiper",
+    "condition_value": "No",
+    "positive_value": "No",
+    "negative_value": "Yes",
+    "top_k": 14,
+    "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": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a901e6be4909fec1bcb623fed9dd7cc97cca5dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,627 @@
+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_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=is_parking_sensors, condition_col=is_rear_window_wiper.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "is_parking_sensors",
+    "condition_col": "is_rear_window_wiper",
+    "condition_value": "No",
+    "positive_value": "No",
+    "negative_value": "Yes",
+    "top_k": 14,
+    "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": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4819bcee5dc17299f1dcad1d7f38fd89991b764b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-58d6-72a0-975d-0d06f7b070df"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0d1a4eb4e495507222025830c1eb8dfc161fd87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-58d6-72a0-975d-0d06f7b070df"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27fc085b8d4c6f9e6d16d299348627e2f89b3e5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-6831-70e0-9274-8762180cee90"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d311b6990188def971554eaadd288bb2d3387d59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-6831-70e0-9274-8762180cee90"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f5b51d8093eb53a5/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e3a6efda6890388b4ee393c0cb5cc920a557862
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:51.026188+00:00",
+  "ended_at": "2026-05-19T16:09:54.360509+00:00",
+  "elapsed_ms": 3334.29,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21465,
+    "bytes_utf8": 21465,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dce4cd5bce60caf76372ddae9b9a0284960e6f5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:09:55.363254+00:00",
+  "ended_at": "2026-05-19T16:09:58.554389+00:00",
+  "elapsed_ms": 3191.09,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21465,
+    "bytes_utf8": 21465,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cb303744350d0286bd0cdf5c58b4e723aafe9a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_parking_sensors.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "is_parking_sensors",
+    "top_k": 10,
+    "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": 1.039104,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cb303744350d0286bd0cdf5c58b4e723aafe9a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/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_clickbench_group_count",
+    "template_name": "Grouped Count by Category",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=is_parking_sensors.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "is_parking_sensors",
+    "top_k": 10,
+    "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": 1.039104,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..098dbef6e1b7c2b0d7ac54bb8e8df6027b338f87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-2dc6-7032-834a-6d8001ef1dcb"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..862d042ec4ac034b940714eee1621e9d043a9637
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-2dc6-7032-834a-6d8001ef1dcb"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5611e650356b21546a840386876dee88264f0701
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-3eb1-7413-95dc-378a23420dd3"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6050de51479a7b9cab1c6dcbda239ae43f6806c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4100-3eb1-7413-95dc-378a23420dd3"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_f8a434f6079f5e3d/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb23a78ed5d2a0c8f530ed371f1a439d74521414
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/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": "2026-05-19T16:23:15.802621+00:00",
+  "ended_at": "2026-05-19T16:23:18.990402+00:00",
+  "elapsed_ms": 3187.73,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21738,
+    "bytes_utf8": 21738,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..af73cbd615f6fd0140225ef3be17c19b79a1a973
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/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": "2026-05-19T16:23:19.992920+00:00",
+  "ended_at": "2026-05-19T16:23:23.101071+00:00",
+  "elapsed_ms": 3108.1,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 21738,
+    "bytes_utf8": 21738,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57bfc9381ee4bb1bf6bc1004095fc70361d88bb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=max_power, measure_col=population_density.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "max_power",
+    "measure_col": "population_density",
+    "top_k": 18,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57bfc9381ee4bb1bf6bc1004095fc70361d88bb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/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_grouped_percentile_point",
+    "template_name": "Grouped Percentile Point",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "m2",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=max_power, measure_col=population_density.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "max_power",
+    "measure_col": "population_density",
+    "top_k": 18,
+    "top_n": 5,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 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
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f48c3bd1fb5c83b0bebb3b340e8f4b90cb1a0461
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-75cb-7fe2-b480-e51fbe5bd17e"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60d1ddadbecab193797caf9e595fb49f58ab12a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-75cb-7fe2-b480-e51fbe5bd17e"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3482a0308b1c659d6e3932eacdc361dbc331ebf0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-861e-7a30-b28e-ab6981d11361"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a86db6fbd34f06c6c5193284cd3d4ba9a6428b9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-861e-7a30-b28e-ab6981d11361"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fb9b768714e191ba/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..589167e129e54c5d02034e7fe1d388385279923e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/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": "2026-05-19T16:18:28.425887+00:00",
+  "ended_at": "2026-05-19T16:18:31.316645+00:00",
+  "elapsed_ms": 2890.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22131,
+    "bytes_utf8": 22131,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c81fdba6ab14f0915a90982d19d49f06e2a6f9d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/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": "2026-05-19T16:18:32.320100+00:00",
+  "ended_at": "2026-05-19T16:18:35.341393+00:00",
+  "elapsed_ms": 3021.25,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 22131,
+    "bytes_utf8": 22131,
+    "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"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f98146d42e18e00a78996b2f23252c52744f9fcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/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_power_steering, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_power_steering",
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f98146d42e18e00a78996b2f23252c52744f9fcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/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_power_steering, measure_col=age_of_policyholder.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "is_power_steering",
+    "measure_col": "age_of_policyholder",
+    "top_k": 12,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.548077,
+    "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:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9d1fa1c4077c29b1c4d11b39cf011f86f859323
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-12cb-7613-808a-09e601d50a63"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8aa8aab3f4b03e5947ba9e8a01b2a972551d7a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-12cb-7613-808a-09e601d50a63"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02f6a9d324f7be28563c5f1f0318d728d852ce32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-21fe-7290-b834-1ae32b43d060"}
+{"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."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..861f85e5c3a2eadca13b29a1e279b1b6ef174587
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-21fe-7290-b834-1ae32b43d060"}
+{"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."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_fee417dbf5d10f5f/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8016b71b15ed88fa951002c63fc19ade24dd2b6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "m2",
+  "started_at": "2026-05-19T16:11:07.601620+00:00",
+  "ended_at": "2026-05-19T16:11:14.989309+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_m2_ff08ae04bb5decd0",
+    "problem_id": "v2p_m2_4c1d0acdd476d6e3",
+    "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=height, measure_col=width.",
+    "bindings": {
+      "group_col": "height",
+      "measure_col": "width",
+      "item_col": "age_of_policyholder",
+      "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": 1735.0,
+      "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=3",
+      "sql_variant_index=2/2",
+      "binding_index=26"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 3,
+    "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: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f384dafa299ddd1d5dc599fa57083b5e4e8dde63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/m2/artifacts/v2q_m2_ff08ae04bb5decd0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:11.003632+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": 3389.68, "started_at": "2026-05-19T16:11:07.613115+00:00", "ended_at": "2026-05-19T16:11:11.002828+00:00", "prompt_metrics": {"chars": 21942, "bytes_utf8": 21942, "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\":\"019e4101-58d6-77b0-82c4-264843323fab\"}\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": "2026-05-19T16:11:14.989212+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": 2982.52, "started_at": "2026-05-19T16:11:12.005817+00:00", "ended_at": "2026-05-19T16:11:14.988382+00:00", "prompt_metrics": {"chars": 21942, "bytes_utf8": 21942, "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\":\"019e4101-6a09-7381-bb77-acdc2362816f\"}\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: "}