diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac2c5018a2834c5eb3b7416289c78942e28ca8c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:08.296873+00:00",
+  "ended_at": "2026-05-19T16:10:15.734975+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_01e90c519e7d526c",
+    "problem_id": "v2p_n14_be44357dbb3a3df3",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_6.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_6",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.06004,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "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/n14/artifacts/v2q_n14_01e90c519e7d526c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d09341a78f27f412d4a3fe5eeb550e409ffc02ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_01e90c519e7d526c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:11.502234+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": 3201.86, "started_at": "2026-05-19T16:10:08.299564+00:00", "ended_at": "2026-05-19T16:10:11.501451+00:00", "prompt_metrics": {"chars": 23811, "bytes_utf8": 23811, "lines": 720, "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\":\"019e4100-712e-7171-ad40-c3e24cb2d859\"}\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": "2026-05-19T16:10:15.734871+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": 3230.69, "started_at": "2026-05-19T16:10:12.503396+00:00", "ended_at": "2026-05-19T16:10:15.734113+00:00", "prompt_metrics": {"chars": 23811, "bytes_utf8": 23811, "lines": 720, "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\":\"019e4100-8187-7b52-a821-3f8afc721175\"}\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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6eb0efea8687091ba634fe08d5a5de7de6bac2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/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": "2026-05-19T16:22:28.421480+00:00",
+  "ended_at": "2026-05-19T16:22:31.845155+00:00",
+  "elapsed_ms": 3423.63,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d76c765f238672d4eea01a0a5e29c27cc9885d54
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/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": "2026-05-19T16:22:32.847721+00:00",
+  "ended_at": "2026-05-19T16:22:36.334255+00:00",
+  "elapsed_ms": 3486.48,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72c3dbca7f14ed82520cab238aa036214e6a99a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_36.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_36",
+    "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": -0.09507,
+    "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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72c3dbca7f14ed82520cab238aa036214e6a99a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_36.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_36",
+    "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": -0.09507,
+    "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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb54b12c257849af195c3012d1586ce808106817
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-bca5-7fe2-a731-6492c36e95f1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb4e50fd29f3cb869fd21db97b5059307d5dd443
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-bca5-7fe2-a731-6492c36e95f1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d74b52c067117fe7f7269cf95a6b59cc02aa9ecb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-cdf3-7673-87d7-e11eb9f91556"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3be33afea26ab2d449bcfadd802dc744fc01ed1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-cdf3-7673-87d7-e11eb9f91556"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/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/n14/artifacts/v2q_n14_0417a3c96f85f7ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0417a3c96f85f7ef/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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7eed22db6f3e061d74b36a577a3174d74851c8b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/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": "2026-05-19T16:22:48.064813+00:00",
+  "ended_at": "2026-05-19T16:22:51.250336+00:00",
+  "elapsed_ms": 3185.48,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24001,
+    "bytes_utf8": 24001,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..553b0e367f1c8dc6fad8f553850fa3e8c7e126a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/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": "2026-05-19T16:22:52.253181+00:00",
+  "ended_at": "2026-05-19T16:22:57.117353+00:00",
+  "elapsed_ms": 4864.12,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24001,
+    "bytes_utf8": 24001,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2bdd4833c85a22d66d9e4542d4f242e82ba27b4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_42, measure_col=feature_37.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_37",
+    "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": -0.079635,
+    "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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2bdd4833c85a22d66d9e4542d4f242e82ba27b4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_42, measure_col=feature_37.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_37",
+    "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": -0.079635,
+    "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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74faffe59c7fd296be68c0d9dd6057dc931ae82c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-097a-7a82-be7d-ac27ff0c2b18"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..276ec6b78ca256f7fbb977e3eb8e14febd85fb52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-097a-7a82-be7d-ac27ff0c2b18"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..89f2021a44b799074bc14c11f1e345068cc0f85c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-19cb-7601-96fc-1fb3cb7a79c0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b5afb6e7dff2803d1e4a69e9fc72e7c2a3903fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-19cb-7601-96fc-1fb3cb7a79c0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/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/n14/artifacts/v2q_n14_0536ff2193b268ba/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0536ff2193b268ba/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/n14/artifacts/v2q_n14_0552b32d093a269e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef6d8bfe8e36ac87ba7e6cfe8cc125876ec1a883
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:31:05.156209+00:00",
+  "ended_at": "2026-05-19T16:31:13.196961+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_0552b32d093a269e",
+    "problem_id": "v2p_n14_6803c523e8462672",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_33.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_33",
+      "top_k": 19,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.020807,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "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=2/2",
+      "binding_index=134"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_0552b32d093a269e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eefb00951c470aa68831e2d6c7185673d0411467
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0552b32d093a269e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:09.094218+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": 3931.03, "started_at": "2026-05-19T16:31:05.161065+00:00", "ended_at": "2026-05-19T16:31:09.092159+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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\":\"019e4113-9f4f-7373-943d-446aff096a99\"}\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": "2026-05-19T16:31:13.196857+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": 3099.13, "started_at": "2026-05-19T16:31:10.096714+00:00", "ended_at": "2026-05-19T16:31:13.195904+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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-b295-7a92-80f0-90911bac1d33\"}\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/n14/artifacts/v2q_n14_05d37abdc9671e19/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c2eb6626dcb4a98f323041615fdc8441edc4545
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:08:59.999368+00:00",
+  "ended_at": "2026-05-19T16:09:07.648648+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_05d37abdc9671e19",
+    "problem_id": "v2p_n14_054bba7c6180083c",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_1.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_1",
+      "top_k": 15,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.027384,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "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=1",
+      "sql_variant_index=2/2",
+      "binding_index=0"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 1,
+    "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/n14/artifacts/v2q_n14_05d37abdc9671e19/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ebb29d0928385fb147d9ee9b4d0b5d4527300d84
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05d37abdc9671e19/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:03.319648+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": 3316.59, "started_at": "2026-05-19T16:09:00.002182+00:00", "ended_at": "2026-05-19T16:09:03.318805+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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-6662-7981-856d-89e5bad58efe\"}\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": "2026-05-19T16:09:07.648553+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": 3326.75, "started_at": "2026-05-19T16:09:04.320985+00:00", "ended_at": "2026-05-19T16:09:07.647779+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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-7747-7011-bd3c-bbeeaf095314\"}\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/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cab7dde66b02108844b19ae87fb84552a3037710
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:24.621777+00:00",
+  "ended_at": "2026-05-19T16:25:32.619182+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_05e9abb8a13bbc8e",
+    "problem_id": "v2p_n14_a608e9d2a8974e93",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_34",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.23945,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=98"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7689c56dacc3472e23a5575df18f0005e213a228
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_05e9abb8a13bbc8e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:28.169315+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": 3543.24, "started_at": "2026-05-19T16:25:24.624635+00:00", "ended_at": "2026-05-19T16:25:28.167922+00:00", "prompt_metrics": {"chars": 24065, "bytes_utf8": 24065, "lines": 723, "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\":\"019e410e-6d51-7872-a559-77e8f569dfb2\"}\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": "2026-05-19T16:25:32.619084+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": 3447.06, "started_at": "2026-05-19T16:25:29.171080+00:00", "ended_at": "2026-05-19T16:25:32.618192+00:00", "prompt_metrics": {"chars": 24065, "bytes_utf8": 24065, "lines": 723, "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\":\"019e410e-7ebe-7af2-8f6c-623ee4e08bd1\"}\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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f485d07e9cfcdb708a3e3567a9bdec4283c07b5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/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": "2026-05-19T16:19:34.664867+00:00",
+  "ended_at": "2026-05-19T16:19:37.506048+00:00",
+  "elapsed_ms": 2841.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..714bf6f3ccf5afe24f5d0ed4e9474aee611c8e00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/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": "2026-05-19T16:19:38.509052+00:00",
+  "ended_at": "2026-05-19T16:19:41.344585+00:00",
+  "elapsed_ms": 2835.49,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea3f1c226ed3c0f7dec6ee844022a5261524f529
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_25.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_25",
+    "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": 0.16607,
+    "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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea3f1c226ed3c0f7dec6ee844022a5261524f529
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
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+      "feature_44": "-0.57834",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
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+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
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+      "feature_11": "-0.674",
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+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
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+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
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+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
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+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
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+      "feature_18": "0.58673",
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+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
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+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
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+      "feature_29": "-0.14172",
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+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
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+      "feature_44": "-0.53486",
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+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
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+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
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+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
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+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
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+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
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+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_25.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_25",
+    "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": 0.16607,
+    "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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd9cbe0130397517563ca5d6e205e895ad12654e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-1594-7fb0-884f-5ef09e799113"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30b2fd0b8c54a2228457d0b9a7e5f8131bfac637
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-1594-7fb0-884f-5ef09e799113"}
+{"type":"turn.started"}
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+{"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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3f0cdb749b3b01f7a1e8c1b7bfb2da8ff3e71f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-2478-7240-9378-eb0f4a70a039"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6cbdd5e4d5237526db57b1cf6a325436d015d512
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-2478-7240-9378-eb0f4a70a039"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/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/n14/artifacts/v2q_n14_0702b539fe0fbbec/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_0702b539fe0fbbec/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/n14/artifacts/v2q_n14_087248aabf90280b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6aa0c26d65a01bf8f04a4b1376beef1f6d5ed123
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:18.905841+00:00",
+  "ended_at": "2026-05-19T16:28:27.652144+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_087248aabf90280b",
+    "problem_id": "v2p_n14_2361da771b252035",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+    "bindings": {
+      "group_col": "feature_10",
+      "top_k": 15,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.41921,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=120"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 1,
+    "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/n14/artifacts/v2q_n14_087248aabf90280b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..941f32f367eb2788869cbd4d9ec307c16423970a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_087248aabf90280b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:23.331015+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": 4420.38, "started_at": "2026-05-19T16:28:18.909581+00:00", "ended_at": "2026-05-19T16:28:23.330014+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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\":\"019e4111-15b1-7a73-96b5-56a07e693843\"}\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": "2026-05-19T16:28:27.652040+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": 3318.51, "started_at": "2026-05-19T16:28:24.332523+00:00", "ended_at": "2026-05-19T16:28:27.651082+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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\":\"019e4111-2afa-7501-bfe2-e83a30f4714f\"}\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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..28f01509272ad1b1d9e2d6a871a153cae3d84339
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/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": "2026-05-19T16:14:29.944486+00:00",
+  "ended_at": "2026-05-19T16:14:33.181411+00:00",
+  "elapsed_ms": 3236.9,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24237,
+    "bytes_utf8": 24237,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd79dae3336fc872842fd8c5e8c5a4c7c0e72dbb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/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": "2026-05-19T16:14:34.184263+00:00",
+  "ended_at": "2026-05-19T16:14:36.907178+00:00",
+  "elapsed_ms": 2722.87,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24237,
+    "bytes_utf8": 24237,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..319e6de4c964de05ddd40911ab15ebe134d272d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_42, measure_col=feature_34.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_34",
+    "item_col": "feature_36",
+    "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": -0.22559,
+    "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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..319e6de4c964de05ddd40911ab15ebe134d272d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
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+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
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+  ]
+}
+
+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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_42, measure_col=feature_34.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_34",
+    "item_col": "feature_36",
+    "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": -0.22559,
+    "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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16565cf4c1186087e355137ce37c598abec8e1d2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-6f3f-7002-888e-f1d038a9230f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d0bf34835d2747c07b6e1e795538ac5205d0c55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-6f3f-7002-888e-f1d038a9230f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7efd7543d6aa45cc3b466258ac116e98aa6763c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-7fdf-77f1-ab53-d67cace12bea"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5962418013b22cdc87fbc6774c902d45faafadd8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-7fdf-77f1-ab53-d67cace12bea"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/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/n14/artifacts/v2q_n14_09e5b78c18871a0d/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/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/n14/artifacts/v2q_n14_09e5b78c18871a0d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5e2ae2a3bb6177321548ed9f8d20c613293ce08a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:29.942390+00:00",
+  "ended_at": "2026-05-19T16:14:36.908016+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_09e5b78c18871a0d",
+    "problem_id": "v2p_n14_9b715f37e411aa70",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_34",
+      "item_col": "feature_36",
+      "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": -0.22559,
+      "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/n14/artifacts/v2q_n14_09e5b78c18871a0d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..750119cfcba4d85092b6ab0998fc11b770c2adeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_09e5b78c18871a0d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:33.182185+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": 3236.9, "started_at": "2026-05-19T16:14:29.944486+00:00", "ended_at": "2026-05-19T16:14:33.181411+00:00", "prompt_metrics": {"chars": 24237, "bytes_utf8": 24237, "lines": 722, "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\":\"019e4104-6f3f-7002-888e-f1d038a9230f\"}\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": "2026-05-19T16:14:36.907917+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": 2722.87, "started_at": "2026-05-19T16:14:34.184263+00:00", "ended_at": "2026-05-19T16:14:36.907178+00:00", "prompt_metrics": {"chars": 24237, "bytes_utf8": 24237, "lines": 722, "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\":\"019e4104-7fdf-77f1-ab53-d67cace12bea\"}\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/n14/artifacts/v2q_n14_12cba4b2e4e989fc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..395ed7da0ddfe330706e5bcb6245d09afcb8c846
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:47.455607+00:00",
+  "ended_at": "2026-05-19T16:11:55.787703+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_12cba4b2e4e989fc",
+    "problem_id": "v2p_n14_ff063f9aeaf823c4",
+    "dataset_id": "n14",
+    "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=target.",
+    "bindings": {
+      "group_col": "target",
+      "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": 0.58673,
+      "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/n14/artifacts/v2q_n14_12cba4b2e4e989fc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dae952b936675a4d3c0377d44077afc8c8c98003
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_12cba4b2e4e989fc/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:52.045394+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": 4586.5, "started_at": "2026-05-19T16:11:47.458067+00:00", "ended_at": "2026-05-19T16:11:52.044592+00:00", "prompt_metrics": {"chars": 23719, "bytes_utf8": 23719, "lines": 718, "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-f48c-7e40-9f98-8e2f6f792393\"}\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": "2026-05-19T16:11:55.787612+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": 2740.19, "started_at": "2026-05-19T16:11:53.046612+00:00", "ended_at": "2026-05-19T16:11:55.786834+00:00", "prompt_metrics": {"chars": 23719, "bytes_utf8": 23719, "lines": 718, "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\":\"019e4102-0a65-76d0-8f1e-1091034342e1\"}\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/n14/artifacts/v2q_n14_134d3b7367cee142/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..afd831bc15d00d7c22c5349716d4e0fb4f5d68c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:21:54.307890+00:00",
+  "ended_at": "2026-05-19T16:22:01.805442+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_134d3b7367cee142",
+    "problem_id": "v2p_n14_54a9fddbd4538f2a",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_34",
+      "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": -0.22559,
+      "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/n14/artifacts/v2q_n14_134d3b7367cee142/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..970da8669b37d26dd4b3e50960af955756c63200
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_134d3b7367cee142/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:21:57.554741+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": 3243.93, "started_at": "2026-05-19T16:21:54.309975+00:00", "ended_at": "2026-05-19T16:21:57.553931+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-3708-7c83-9f9c-e4f58b53c5ce\"}\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": "2026-05-19T16:22:01.805337+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": 3246.39, "started_at": "2026-05-19T16:21:58.557021+00:00", "ended_at": "2026-05-19T16:22:01.803463+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-47c3-7953-b2af-fdc735cafd6f\"}\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/n14/artifacts/v2q_n14_14a2a69f6d5bb915/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..062b409001e93f6635df260ba0c8e1df58e6e439
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:20:36.721688+00:00",
+  "ended_at": "2026-05-19T16:20:48.939868+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_14a2a69f6d5bb915",
+    "problem_id": "v2p_n14_d78d7951b9c80762",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_28.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_28",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.091193,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0e998794e449bfc9e2caecd4c11f7f36c0390da5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_14a2a69f6d5bb915/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:20:41.977700+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": 5252.8, "started_at": "2026-05-19T16:20:36.724057+00:00", "ended_at": "2026-05-19T16:20:41.976882+00:00", "prompt_metrics": {"chars": 24381, "bytes_utf8": 24381, "lines": 720, "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-07f0-7223-a2a8-4e2086b53c19\"}\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": "2026-05-19T16:20:48.939780+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": 5958.82, "started_at": "2026-05-19T16:20:42.980129+00:00", "ended_at": "2026-05-19T16:20:48.939033+00:00", "prompt_metrics": {"chars": 24381, "bytes_utf8": 24381, "lines": 720, "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-2086-7430-92c0-ee6cf3772107\"}\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/n14/artifacts/v2q_n14_1515ad5bc497f8a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..633c1f78a3bdf12b89b603e6928175c16be01bc5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:09:46.222942+00:00",
+  "ended_at": "2026-05-19T16:09:53.580807+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_1515ad5bc497f8a6",
+    "problem_id": "v2p_n14_45b8a20761f50827",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_4.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_4",
+      "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": 0.076343,
+      "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=4",
+      "sql_variant_index=2/2",
+      "binding_index=3"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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/n14/artifacts/v2q_n14_1515ad5bc497f8a6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a9eb96cf7a511accd3e44b121a817e5cd871d39d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1515ad5bc497f8a6/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:49.421327+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": 3195.17, "started_at": "2026-05-19T16:09:46.225346+00:00", "ended_at": "2026-05-19T16:09:49.420537+00:00", "prompt_metrics": {"chars": 23823, "bytes_utf8": 23823, "lines": 720, "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\":\"019e4100-1af4-7b50-8e9e-c0f7c8875286\"}\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": "2026-05-19T16:09:53.580718+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": 3156.48, "started_at": "2026-05-19T16:09:50.423412+00:00", "ended_at": "2026-05-19T16:09:53.579941+00:00", "prompt_metrics": {"chars": 23823, "bytes_utf8": 23823, "lines": 720, "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\":\"019e4100-2b5c-71e3-9a25-1c1891cbf532\"}\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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b795f7ffe1524a14503581f40b47608a7aa4bcf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/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": "2026-05-19T16:23:45.212796+00:00",
+  "ended_at": "2026-05-19T16:23:49.629889+00:00",
+  "elapsed_ms": 4417.05,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..97e04cc47d780cef4cbb128b7000f41b985eacb1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/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": "2026-05-19T16:23:50.634147+00:00",
+  "ended_at": "2026-05-19T16:23:57.375599+00:00",
+  "elapsed_ms": 6741.38,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de57204aa65766ea578a94b636d5466c6c0c2600
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_40.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_40",
+    "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": -0.15662,
+    "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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de57204aa65766ea578a94b636d5466c6c0c2600
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_10, measure_col=feature_40.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_40",
+    "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": -0.15662,
+    "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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2c30dd490e6442c9b6c49f734e6bb6e661d74a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-e8ba-7661-8e77-cb3c3c481044"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4824a97020ec2d77521666249b1c65dc3585d5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-e8ba-7661-8e77-cb3c3c481044"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2d2ccca32d3fb9a99ae2e0672465998f4efec53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-fe08-7e50-9e55-769a3bcfc0b2"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7defdca13453ba3c691a24c7e4526b9aecee038
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-fe08-7e50-9e55-769a3bcfc0b2"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/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/n14/artifacts/v2q_n14_15e344cbf60aff8a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/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/n14/artifacts/v2q_n14_15e344cbf60aff8a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..aa3fdcfdb98ec6428b33ad70456fbe129dcf52ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:23:45.209507+00:00",
+  "ended_at": "2026-05-19T16:23:57.376782+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_15e344cbf60aff8a",
+    "problem_id": "v2p_n14_f4e812abc2712432",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_40.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_40",
+      "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": -0.15662,
+      "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/n14/artifacts/v2q_n14_15e344cbf60aff8a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b790a27910fdc12f47261a12cf1845fabd20c0d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_15e344cbf60aff8a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:23:49.631041+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": 4417.05, "started_at": "2026-05-19T16:23:45.212796+00:00", "ended_at": "2026-05-19T16:23:49.629889+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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\":\"019e410c-e8ba-7661-8e77-cb3c3c481044\"}\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": "2026-05-19T16:23:57.376673+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": 6741.38, "started_at": "2026-05-19T16:23:50.634147+00:00", "ended_at": "2026-05-19T16:23:57.375599+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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\":\"019e410c-fe08-7e50-9e55-769a3bcfc0b2\"}\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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d9170cbb98ab54fc26bb36537320778b9edb521
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/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": "2026-05-19T16:15:39.999407+00:00",
+  "ended_at": "2026-05-19T16:15:43.400904+00:00",
+  "elapsed_ms": 3401.47,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24621,
+    "bytes_utf8": 24621,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bb00d59301d7e6bcf66edf248f273e3b1cc21ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/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": "2026-05-19T16:15:44.403718+00:00",
+  "ended_at": "2026-05-19T16:15:47.980953+00:00",
+  "elapsed_ms": 3577.2,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24621,
+    "bytes_utf8": 24621,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c438a459c6ef1b624f7f341f6fd06590156eb0ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.026975,
+    "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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c438a459c6ef1b624f7f341f6fd06590156eb0ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.026975,
+    "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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..27f226287c69fbb39fe900902a5f2bb312bb00e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-80da-7902-8c52-4ba3920547f0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e5751180eeb360e9980167c979e82953231f049
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-80da-7902-8c52-4ba3920547f0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16dfc8cfaa81998a68697b7a602be991f0f15f11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-920b-7c83-bf81-1221ab2e7a66"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e29b7b912975b658f249917fcee042a502bba34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-920b-7c83-bf81-1221ab2e7a66"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/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/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1a3336d6c93c0cdd/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/n14/artifacts/v2q_n14_1cdcb236a3369285/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..72bdf8f10b151e7581e200403e4a985aa5c36bad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:22.768973+00:00",
+  "ended_at": "2026-05-19T16:10:31.340382+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_1cdcb236a3369285",
+    "problem_id": "v2p_n14_3bf2c3f565fd44dc",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_7.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_7",
+      "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": 0.698385,
+      "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=1/2",
+      "binding_index=6"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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/n14/artifacts/v2q_n14_1cdcb236a3369285/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a4a95024194d48f8b55734da267f2b015c436ef3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1cdcb236a3369285/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:25.731839+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": 2959.55, "started_at": "2026-05-19T16:10:22.771321+00:00", "ended_at": "2026-05-19T16:10:25.730900+00:00", "prompt_metrics": {"chars": 23821, "bytes_utf8": 23821, "lines": 720, "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-a9b9-7d30-a206-1f8397779622\"}\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": "2026-05-19T16:10:31.340290+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": 4605.78, "started_at": "2026-05-19T16:10:26.733668+00:00", "ended_at": "2026-05-19T16:10:31.339489+00:00", "prompt_metrics": {"chars": 23821, "bytes_utf8": 23821, "lines": 720, "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-b943-7ec3-bda2-7c7e7880a11f\"}\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/n14/artifacts/v2q_n14_1d57e16013f754da/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d2e68bee41363cce6140c348c65504bc1234bb2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.11229", "support": 1254, "support_share": 0.627, "cumulative_support": 1254}, {"value_label": "0.026975", "support": 375, "support_share": 0.1875, "cumulative_support": 1629}, {"value_label": "-0.04266", "support": 99, "support_share": 0.0495, "cumulative_support": 1728}, {"value_label": "0.09661", "support": 83, "support_share": 0.0415, "cumulative_support": 1811}, {"value_label": "0.37515", "support": 55, "support_share": 0.0275, "cumulative_support": 1866}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..65e71e9a9369a08c38996273083043574a2da6c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/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: n14
+-- 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_n14_1d57e16013f754da
+-- problem_id: v2p_n14_a173eead3878dccf
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_43" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_43"
+), 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/n14/artifacts/v2q_n14_1d57e16013f754da/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..02785d25e6675e59aca783eced98524fca1aa79c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/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: n14\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_n14_1d57e16013f754da\n-- problem_id: v2p_n14_a173eead3878dccf\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_43\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_43\"\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: n14\\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_n14_1d57e16013f754da\\n-- problem_id: v2p_n14_a173eead3878dccf\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_43\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_43\\\"\\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\": \"-0.11229\", \"support\": 1254, \"support_share\": 0.627, \"cumulative_support\": 1254}, {\"value_label\": \"0.026975\", \"support\": 375, \"support_share\": 0.1875, \"cumulative_support\": 1629}, {\"value_label\": \"-0.04266\", \"support\": 99, \"support_share\": 0.0495, \"cumulative_support\": 1728}, {\"value_label\": \"0.09661\", \"support\": 83, \"support_share\": 0.0415, \"cumulative_support\": 1811}, {\"value_label\": \"0.37515\", \"support\": 55, \"support_share\": 0.0275, \"cumulative_support\": 1866}, {\"value_label\": \"0.23588\", \"support\": 32, \"support_share\": 0.016, \"cumulative_support\": 1898}, {\"value_label\": \"0.16624\", \"support\": 21, \"support_share\": 0.0105, \"cumulative_support\": 1919}, {\"value_label\": \"0.30551\", \"support\": 19, \"support_share\": 0.0095, \"cumulative_support\": 1938}, {\"value_label\": \"0.44478\", \"support\": 14, \"support_share\": 0.007, \"cumulative_support\": 1952}, {\"value_label\": \"0.58405\", \"support\": 9, \"support_share\": 0.0045, \"cumulative_support\": 1961}, {\"value_label\": \"0.51442\", \"support\": 7, \"support_share\": 0.0035, \"cumulative_support\": 1968}, {\"value_label\": \"1.0019\", \"support\": 6, \"support_share\": 0.003, \"cumulative_support\": 1974}, {\"value_label\": \"0.79296\", \"support\": 5, \"support_share\": 0.0025, \"cumulative_support\": 1979}, {\"value_label\": \"0.86259\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1983}, {\"value_label\": \"0.65369\", \"support\": 3, \"support_share\": 0.0015, \"cumulative_support\": 1986}, {\"value_label\": \"1.0715\", \"support\": 3, \"support_share\": 0.0015, \"cumulative_support\": 1989}, {\"value_label\": \"0.72332\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1991}, {\"value_label\": \"1.2108\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1993}, {\"value_label\": \"54.273\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1995}, {\"value_label\": \"1.4197\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1996}, {\"value_label\": \"1.5589\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1997}, {\"value_label\": \"1.6982\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1998}, {\"value_label\": \"1.7678\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1999}, {\"value_label\": \"2.0464\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 2000}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.65}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..22511f73de16a40a919a5351867bb0381ed22ca9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.482901+00:00",
+  "ended_at": "2026-05-19T16:32:48.487191+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_1d57e16013f754da",
+    "problem_id": "v2p_n14_a173eead3878dccf",
+    "dataset_id": "n14",
+    "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=feature_43.",
+    "bindings": {
+      "group_col": "feature_43"
+    },
+    "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=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/sql/v2q_n14_1d57e16013f754da.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/n14/artifacts/v2q_n14_1d57e16013f754da/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d57e16013f754da/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/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..da8f95de8e920a9719fe7a832ebab00e30219c2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:50.489276+00:00",
+  "ended_at": "2026-05-19T16:29:59.500981+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_1d81f9b64c9c2f9f",
+    "problem_id": "v2p_n14_f002eba34cd4e0cb",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "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_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_10.",
+    "bindings": {
+      "group_col": "feature_10",
+      "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": 0.16607,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=126"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6c9c6618b4a6d5e9130f638305f49883f15527fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1d81f9b64c9c2f9f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:55.254093+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": 4761.11, "started_at": "2026-05-19T16:29:50.492048+00:00", "ended_at": "2026-05-19T16:29:55.253191+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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\":\"019e4112-7bab-7690-afb2-66172013d5d3\"}\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": "2026-05-19T16:29:59.500863+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": 3243.84, "started_at": "2026-05-19T16:29:56.255748+00:00", "ended_at": "2026-05-19T16:29:59.499638+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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\":\"019e4112-9215-7092-8f94-8c65d1733847\"}\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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f3b744718444405369efde06d2c29f51395be7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/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": "2026-05-19T16:11:00.924381+00:00",
+  "ended_at": "2026-05-19T16:11:04.167658+00:00",
+  "elapsed_ms": 3243.25,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23822,
+    "bytes_utf8": 23822,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..de1a0485c4e8dce3342b891b4855128932cc4a5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/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": "2026-05-19T16:11:05.169803+00:00",
+  "ended_at": "2026-05-19T16:11:08.248919+00:00",
+  "elapsed_ms": 3079.08,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23822,
+    "bytes_utf8": 23822,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a0f00dd6d13d4a810e65af2586ae2f1cf2d2aef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_9.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_9",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.013681,
+    "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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a0f00dd6d13d4a810e65af2586ae2f1cf2d2aef
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_9.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_9",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.013681,
+    "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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d85734a7fec1103daf8ab4b46c9819d90d43e42
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-3ec0-7d63-9f42-8a1879d910d4"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f9d6cd67c02550f3504449630328f57904de055
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-3ec0-7d63-9f42-8a1879d910d4"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7fb7ec75ef28d4cfe09c35f1876199445e36bd8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-4f50-7be2-ab97-0caa6b2a7ee7"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca7a223fb18bf93add121f27ec03b4238910d277
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-4f50-7be2-ab97-0caa6b2a7ee7"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/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/n14/artifacts/v2q_n14_1f0b990c2672b05a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/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/n14/artifacts/v2q_n14_1f0b990c2672b05a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..580443e7eceef9b1965110e891df402d92659e30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:00.921998+00:00",
+  "ended_at": "2026-05-19T16:11:08.249799+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_1f0b990c2672b05a",
+    "problem_id": "v2p_n14_a2e8bedf187f3d8e",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_9.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_9",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.013681,
+      "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=9",
+      "sql_variant_index=2/2",
+      "binding_index=8"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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/n14/artifacts/v2q_n14_1f0b990c2672b05a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5881ddb978c2704891ac99eee84f1c7e331f73b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_1f0b990c2672b05a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:04.168568+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": 3243.25, "started_at": "2026-05-19T16:11:00.924381+00:00", "ended_at": "2026-05-19T16:11:04.167658+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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\":\"019e4101-3ec0-7d63-9f42-8a1879d910d4\"}\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": "2026-05-19T16:11:08.249710+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": 3079.08, "started_at": "2026-05-19T16:11:05.169803+00:00", "ended_at": "2026-05-19T16:11:08.248919+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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\":\"019e4101-4f50-7be2-ab97-0caa6b2a7ee7\"}\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/n14/artifacts/v2q_n14_204f77b4822bce4f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b2ad28606a5b31b7cbf9862e0f556b05e1f518b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:00.843093+00:00",
+  "ended_at": "2026-05-19T16:32:08.636476+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_204f77b4822bce4f",
+    "problem_id": "v2p_n14_c17e3058a4a0c2e9",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_37.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_37",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.079635,
+      "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/n14/artifacts/v2q_n14_204f77b4822bce4f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac6739fc237b5b2435443fdec0d25e49d5e4f2e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_204f77b4822bce4f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:04.407177+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": 3559.95, "started_at": "2026-05-19T16:32:00.846074+00:00", "ended_at": "2026-05-19T16:32:04.406071+00:00", "prompt_metrics": {"chars": 23910, "bytes_utf8": 23910, "lines": 720, "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\":\"019e4114-78d2-7522-8946-f684d4a0c9ed\"}\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": "2026-05-19T16:32:08.636370+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": 3226.41, "started_at": "2026-05-19T16:32:05.408904+00:00", "ended_at": "2026-05-19T16:32:08.635368+00:00", "prompt_metrics": {"chars": 23910, "bytes_utf8": 23910, "lines": 720, "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\":\"019e4114-8ab1-70e3-b277-290d0f660420\"}\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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4ee4d854ba0ca3ef9341352bd3099a9a23d4e1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/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": "2026-05-19T16:32:08.639752+00:00",
+  "ended_at": "2026-05-19T16:32:12.256346+00:00",
+  "elapsed_ms": 3616.55,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23908,
+    "bytes_utf8": 23908,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..50c6bcac5fc3a7d5176bbca71ebe5aa98cb30dfa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/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": "2026-05-19T16:32:13.259282+00:00",
+  "ended_at": "2026-05-19T16:32:16.435950+00:00",
+  "elapsed_ms": 3176.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23908,
+    "bytes_utf8": 23908,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a948936a3606ad06214d5db7abc11ac582fbdc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
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+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_37.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_37",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.16965,
+    "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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a948936a3606ad06214d5db7abc11ac582fbdc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_37.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_37",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.16965,
+    "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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1b5ef7d7ef04ac637bd6de83f81a39d4c3f0f19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-9731-7cb0-b164-d27db529933a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db2740f33ccc35b1d228007f4f49139a3d29078b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-9731-7cb0-b164-d27db529933a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e86fce452edf68e28209ead6d8f26ca07bed9db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-a96a-7b83-9032-15db3b0b617b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..33bcea7e5917984fd86e8b1dbf4656109a538d8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-a96a-7b83-9032-15db3b0b617b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/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/n14/artifacts/v2q_n14_209f29629676c3a7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/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/n14/artifacts/v2q_n14_209f29629676c3a7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d18b806a0855d72602406430e3ec0a7c5c05a376
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:08.636956+00:00",
+  "ended_at": "2026-05-19T16:32:16.437158+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_209f29629676c3a7",
+    "problem_id": "v2p_n14_3825207cb03071b4",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_37.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_37",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.16965,
+      "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/n14/artifacts/v2q_n14_209f29629676c3a7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..782d07c62e59d311e860f5f1f11136884de07e0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_209f29629676c3a7/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:12.257507+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": 3616.55, "started_at": "2026-05-19T16:32:08.639752+00:00", "ended_at": "2026-05-19T16:32:12.256346+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4114-9731-7cb0-b164-d27db529933a\"}\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": "2026-05-19T16:32:16.437045+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": 3176.61, "started_at": "2026-05-19T16:32:13.259282+00:00", "ended_at": "2026-05-19T16:32:16.435950+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4114-a96a-7b83-9032-15db3b0b617b\"}\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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cf560ffa191ae8fb8ea8b4ceab57284aa7fb4d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/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": "2026-05-19T16:20:17.042761+00:00",
+  "ended_at": "2026-05-19T16:20:24.999557+00:00",
+  "elapsed_ms": 7956.77,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24371,
+    "bytes_utf8": 24371,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..17e65f929ecf409497522e5c6389b6261b2ccb57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/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": "2026-05-19T16:20:26.001416+00:00",
+  "ended_at": "2026-05-19T16:20:29.205891+00:00",
+  "elapsed_ms": 3204.44,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24371,
+    "bytes_utf8": 24371,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cc2856bb54f58847a378f5a65caea774ec32c48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=target, measure_col=feature_27.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "target",
+    "measure_col": "feature_27",
+    "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": 0.175418,
+    "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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cc2856bb54f58847a378f5a65caea774ec32c48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
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+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
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+    {
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+      "feature_2": "-0.83196",
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+      "feature_4": "-0.75295",
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+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
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+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=target, measure_col=feature_27.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "target",
+    "measure_col": "feature_27",
+    "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": 0.175418,
+    "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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7eea7c39f95b2d85a39e4fae3f8faa87bf0df292
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-bb3b-7dd3-b475-460488ea56d0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ab0df51587bf6e96b26468703013964d3116b2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-bb3b-7dd3-b475-460488ea56d0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56e711db57caeefaabe283f5c1e9dc1943a89ab0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-de23-7f50-bf5d-7f034d61e0e1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76bb960827d84f67aecfdfeea95bc50012818c0f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4109-de23-7f50-bf5d-7f034d61e0e1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/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/n14/artifacts/v2q_n14_2309d26af02c95b8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/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/n14/artifacts/v2q_n14_2309d26af02c95b8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f37b4c1ead346789b3e2628a4f4c773f78a381e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:20:17.040516+00:00",
+  "ended_at": "2026-05-19T16:20:29.206731+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_2309d26af02c95b8",
+    "problem_id": "v2p_n14_24bccb1a258a1438",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_27.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_27",
+      "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": 0.175418,
+      "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=77"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_2309d26af02c95b8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f54a5e7a4e4b14ed3d7430f8764e7cfe0be842d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2309d26af02c95b8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:20:25.000277+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": 7956.77, "started_at": "2026-05-19T16:20:17.042761+00:00", "ended_at": "2026-05-19T16:20:24.999557+00:00", "prompt_metrics": {"chars": 24371, "bytes_utf8": 24371, "lines": 720, "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-bb3b-7dd3-b475-460488ea56d0\"}\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": "2026-05-19T16:20:29.206645+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": 3204.44, "started_at": "2026-05-19T16:20:26.001416+00:00", "ended_at": "2026-05-19T16:20:29.205891+00:00", "prompt_metrics": {"chars": 24371, "bytes_utf8": 24371, "lines": 720, "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-de23-7f50-bf5d-7f034d61e0e1\"}\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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..85e923103fe48be8b908249941b9feddf263547f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/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": "2026-05-19T16:21:20.950069+00:00",
+  "ended_at": "2026-05-19T16:21:23.904417+00:00",
+  "elapsed_ms": 2954.32,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24379,
+    "bytes_utf8": 24379,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce8345108e1fe92e5bd8f95f9786f2829c555630
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/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": "2026-05-19T16:21:24.907431+00:00",
+  "ended_at": "2026-05-19T16:21:30.743271+00:00",
+  "elapsed_ms": 5835.8,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24379,
+    "bytes_utf8": 24379,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2de485d9ad606bf8af0ac20ba845eb365946e8db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_30.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_30",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.3415,
+    "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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2de485d9ad606bf8af0ac20ba845eb365946e8db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_34, measure_col=feature_30.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_30",
+    "top_k": 15,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.3415,
+    "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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0946360acb4bedf962bcdd349b26b0c556a839ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-b4f7-7d43-9b3b-5cd13a0398f7"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b70b0d31210be09902e500fa8faa4183622ce4fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-b4f7-7d43-9b3b-5cd13a0398f7"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88f2eac3163eba6488704fd11ac44bdd63077a74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-c445-78b1-8b6e-5e9375cdb417"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..543ffba64e23bf89834bfcaee4724368694147aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-c445-78b1-8b6e-5e9375cdb417"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/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/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2629f9d6dc6bbd36/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/n14/artifacts/v2q_n14_26c7b1dbe430004a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08fea7aafef1ec5c9b2872c016bff721eee2ab66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_5": "0.56239", "support": 90, "avg_response": 1.4283284444444442}, {"feature_5": "-0.43549", "support": 67, "avg_response": -0.47565}, {"feature_5": "1.0133", "support": 59, "avg_response": 1.213400847457627}, {"feature_5": "-0.0389", "support": 42, "avg_response": 0.4148175}, {"feature_5": "-0.406", "support": 37, "avg_response": -0.44949999999999996}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..261fb1223670510649db093a7ed95d3d23379deb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_26c7b1dbe430004a
+-- problem_id: v2p_n14_e0aefa36ebd44d6b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_5",
+    COUNT(*) AS support,
+    AVG("feature_1") AS avg_response
+FROM "n14"
+GROUP BY "feature_5"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f959b38685840a5366c1cd9ca9ea4a93b0e20ecd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_26c7b1dbe430004a\n-- problem_id: v2p_n14_e0aefa36ebd44d6b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_5\",\n    COUNT(*) AS support,\n    AVG(\"feature_1\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_26c7b1dbe430004a\\n-- problem_id: v2p_n14_e0aefa36ebd44d6b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_5\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_1\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_5\", \"support\", \"avg_response\"], \"rows\": [{\"feature_5\": \"0.56239\", \"support\": 90, \"avg_response\": 1.4283284444444442}, {\"feature_5\": \"-0.43549\", \"support\": 67, \"avg_response\": -0.47565}, {\"feature_5\": \"1.0133\", \"support\": 59, \"avg_response\": 1.213400847457627}, {\"feature_5\": \"-0.0389\", \"support\": 42, \"avg_response\": 0.4148175}, {\"feature_5\": \"-0.406\", \"support\": 37, \"avg_response\": -0.44949999999999996}, {\"feature_5\": \"2.0055\", \"support\": 32, \"avg_response\": 2.0094}, {\"feature_5\": \"-0.86276\", \"support\": 31, \"avg_response\": -0.76965}, {\"feature_5\": \"0.76282\", \"support\": 25, \"avg_response\": 0.9642984}, {\"feature_5\": \"1.1637\", \"support\": 24, \"avg_response\": 1.7642733333333334}, {\"feature_5\": \"0.92316\", \"support\": 23, \"avg_response\": 1.1698295652173913}, {\"feature_5\": \"-0.50412\", \"support\": 23, \"avg_response\": -0.53685}, {\"feature_5\": \"-0.37712\", \"support\": 20, \"avg_response\": -0.4238799999999999}, {\"feature_5\": \"1.4643\", \"support\": 19, \"avg_response\": 1.811331578947368}, {\"feature_5\": \"2.0826\", \"support\": 19, \"avg_response\": 1.7629000000000001}, {\"feature_5\": \"1.8509\", \"support\": 17, \"avg_response\": 1.8131647058823528}, {\"feature_5\": \"1.8112\", \"support\": 17, \"avg_response\": 1.7698}, {\"feature_5\": \"-0.52523\", \"support\": 16, \"avg_response\": -0.55557}, {\"feature_5\": \"-0.7905\", \"support\": 15, \"avg_response\": -0.8535046666666666}, {\"feature_5\": \"1.6447\", \"support\": 13, \"avg_response\": 1.9228846153846153}, {\"feature_5\": \"2.2601\", \"support\": 13, \"avg_response\": -0.83039}, {\"feature_5\": \"-0.76044\", \"support\": 12, \"avg_response\": -0.43902166666666664}, {\"feature_5\": \"-0.3926\", \"support\": 11, \"avg_response\": -0.24188472727272725}, {\"feature_5\": \"-0.48333\", \"support\": 11, \"avg_response\": -0.51839}, {\"feature_5\": \"2.1085\", \"support\": 10, \"avg_response\": 2.0094}, {\"feature_5\": \"0.20162\", \"support\": 10, \"avg_response\": 0.359235}, {\"feature_5\": \"-0.64018\", \"support\": 10, \"avg_response\": -0.3005948}, {\"feature_5\": \"1.8265\", \"support\": 9, \"avg_response\": 1.6811}, {\"feature_5\": \"-0.33954\", \"support\": 9, \"avg_response\": -0.030978555555555558}, {\"feature_5\": \"-0.56502\", \"support\": 9, \"avg_response\": -0.34818}, {\"feature_5\": \"-0.91349\", \"support\": 9, \"avg_response\": -0.8098255555555556}, {\"feature_5\": \"-0.2107\", \"support\": 8, \"avg_response\": -0.17742650000000001}, {\"feature_5\": \"-0.46839\", \"support\": 8, \"avg_response\": -0.1856475}, {\"feature_5\": \"2.276\", \"support\": 8, \"avg_response\": -0.87161}, {\"feature_5\": \"-0.74475\", \"support\": 8, \"avg_response\": -0.92465}, {\"feature_5\": \"2.1408\", \"support\": 7, \"avg_response\": 1.647882857142857}, {\"feature_5\": \"2.1944\", \"support\": 7, \"avg_response\": 1.2890142857142857}, {\"feature_5\": \"0.16153\", \"support\": 7, \"avg_response\": 0.03188000000000001}, {\"feature_5\": \"-0.12183\", \"support\": 7, \"avg_response\": 0.0236}, {\"feature_5\": \"-0.14991\", \"support\": 7, \"avg_response\": -0.13088857142857144}, {\"feature_5\": \"-0.16099\", \"support\": 7, \"avg_response\": -0.14529714285714285}, {\"feature_5\": \"-1.001\", \"support\": 7, \"avg_response\": -0.89757}, {\"feature_5\": \"2.0656\", \"support\": 6, \"avg_response\": 1.9877666666666665}, {\"feature_5\": \"1.3355\", \"support\": 6, \"avg_response\": 1.3667166666666668}, {\"feature_5\": \"0.3984\", \"support\": 6, \"avg_response\": 0.562225}, {\"feature_5\": \"0.22834\", \"support\": 6, \"avg_response\": 0.22139}, {\"feature_5\": \"0.02123\", \"support\": 6, \"avg_response\": -0.028067833333333337}, {\"feature_5\": \"-0.65958\", \"support\": 6, \"avg_response\": -0.08374499999999997}, {\"feature_5\": \"-0.39711\", \"support\": 6, \"avg_response\": -0.12773833333333331}, {\"feature_5\": \"-0.44496\", \"support\": 6, \"avg_response\": -0.49845999999999996}, {\"feature_5\": \"-0.49181\", \"support\": 6, \"avg_response\": -0.518685}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.01}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9e9a93f9ef7d01c1f2d7c6479013fdbe26f4bd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.520933+00:00",
+  "ended_at": "2026-05-19T16:32:48.523852+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_26c7b1dbe430004a",
+    "problem_id": "v2p_n14_e0aefa36ebd44d6b",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_1, key_col=feature_5.",
+    "bindings": {
+      "key_col": "feature_5",
+      "measure_col": "feature_1",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "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/n14/sql/v2q_n14_26c7b1dbe430004a.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/n14/artifacts/v2q_n14_26c7b1dbe430004a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_26c7b1dbe430004a/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/n14/artifacts/v2q_n14_2797f83d988427c9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6eb24a0e373c2a70435d7ebea1571589c4d48d55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:27.579605+00:00",
+  "ended_at": "2026-05-19T16:12:34.298229+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_2797f83d988427c9",
+    "problem_id": "v2p_n14_f76273e8d60559f6",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_26.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_26",
+      "item_col": "feature_27",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.18967,
+      "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=25"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_2797f83d988427c9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6a4f3a89c364146b8bfbab80c0bb5db19eadef5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2797f83d988427c9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:30.517778+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": 2934.91, "started_at": "2026-05-19T16:12:27.581689+00:00", "ended_at": "2026-05-19T16:12:30.516626+00:00", "prompt_metrics": {"chars": 24229, "bytes_utf8": 24229, "lines": 722, "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\":\"019e4102-9152-7fc1-af83-a4ce6d3358a7\"}\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": "2026-05-19T16:12:34.298127+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": 2777.25, "started_at": "2026-05-19T16:12:31.520017+00:00", "ended_at": "2026-05-19T16:12:34.297312+00:00", "prompt_metrics": {"chars": 24229, "bytes_utf8": 24229, "lines": 722, "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-a0b3-75d3-9aea-9e244afa3922\"}\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/n14/artifacts/v2q_n14_28688b46b5e59caa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8aaaec350e43a9549963c26d703264a4beca6176
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_14": "0.75143", "support": 508, "avg_response": 0.17408341929133858}, {"feature_14": "0.65202", "support": 256, "avg_response": -0.38096006640625}, {"feature_14": "0.70172", "support": 122, "avg_response": -0.07465767213114755}, {"feature_14": "0.45319", "support": 78, "avg_response": -0.09652134615384614}, {"feature_14": "0.60231", "support": 62, "avg_response": 0.0466216129032258}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..10553a7840aa18a0655634180cec8c53fc075dd4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_28688b46b5e59caa
+-- problem_id: v2p_n14_65a2ab4f73a6d2b3
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_14",
+    COUNT(*) AS support,
+    AVG("feature_3") AS avg_response
+FROM "n14"
+GROUP BY "feature_14"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7d67c845693c2b37291c90b2633a963f431ba17c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_28688b46b5e59caa\n-- problem_id: v2p_n14_65a2ab4f73a6d2b3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_14\",\n    COUNT(*) AS support,\n    AVG(\"feature_3\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_28688b46b5e59caa\\n-- problem_id: v2p_n14_65a2ab4f73a6d2b3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_14\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_3\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_14\", \"support\", \"avg_response\"], \"rows\": [{\"feature_14\": \"0.75143\", \"support\": 508, \"avg_response\": 0.17408341929133858}, {\"feature_14\": \"0.65202\", \"support\": 256, \"avg_response\": -0.38096006640625}, {\"feature_14\": \"0.70172\", \"support\": 122, \"avg_response\": -0.07465767213114755}, {\"feature_14\": \"0.45319\", \"support\": 78, \"avg_response\": -0.09652134615384614}, {\"feature_14\": \"0.60231\", \"support\": 62, \"avg_response\": 0.0466216129032258}, {\"feature_14\": \"0.40349\", \"support\": 60, \"avg_response\": 0.0966936}, {\"feature_14\": \"0.5029\", \"support\": 55, \"avg_response\": -0.038920745454545456}, {\"feature_14\": \"0.5526\", \"support\": 41, \"avg_response\": 0.04704675609756099}, {\"feature_14\": \"-2.2807\", \"support\": 34, \"avg_response\": -0.4765984117647059}, {\"feature_14\": \"0.35378\", \"support\": 32, \"avg_response\": 0.58765840625}, {\"feature_14\": \"0.30407\", \"support\": 31, \"avg_response\": 0.5422207419354839}, {\"feature_14\": \"0.25437\", \"support\": 27, \"avg_response\": 0.1638444444444445}, {\"feature_14\": \"-1.5848\", \"support\": 24, \"avg_response\": -0.3349858333333333}, {\"feature_14\": \"-1.4854\", \"support\": 23, \"avg_response\": -0.3866687826086957}, {\"feature_14\": \"-1.6345\", \"support\": 22, \"avg_response\": -0.4859281818181818}, {\"feature_14\": \"-1.2865\", \"support\": 22, \"avg_response\": -0.5543031818181818}, {\"feature_14\": \"0.005834\", \"support\": 21, \"avg_response\": 0.36443295238095236}, {\"feature_14\": \"-0.093579\", \"support\": 21, \"avg_response\": 0.18146685714285718}, {\"feature_14\": \"0.20466\", \"support\": 18, \"avg_response\": 0.3893327222222222}, {\"feature_14\": \"-0.2924\", \"support\": 18, \"avg_response\": 0.05101049999999999}, {\"feature_14\": \"-1.5351\", \"support\": 18, \"avg_response\": -0.05179700000000001}, {\"feature_14\": \"-0.2427\", \"support\": 18, \"avg_response\": -0.07090266666666667}, {\"feature_14\": \"0.10525\", \"support\": 17, \"avg_response\": 0.29263929411764705}, {\"feature_14\": \"-0.14329\", \"support\": 17, \"avg_response\": 0.02852364705882352}, {\"feature_14\": \"-0.98829\", \"support\": 17, \"avg_response\": -0.20682117647058826}, {\"feature_14\": \"-1.1374\", \"support\": 16, \"avg_response\": -0.324665}, {\"feature_14\": \"0.15495\", \"support\": 15, \"avg_response\": 0.7739793333333334}, {\"feature_14\": \"0.05554\", \"support\": 15, \"avg_response\": 0.24303726666666667}, {\"feature_14\": \"-0.34211\", \"support\": 15, \"avg_response\": 0.0001392000000000231}, {\"feature_14\": \"-1.4357\", \"support\": 15, \"avg_response\": -0.11211306666666669}, {\"feature_14\": \"-0.78947\", \"support\": 14, \"avg_response\": -0.4065035714285714}, {\"feature_14\": \"-0.043873\", \"support\": 13, \"avg_response\": 0.06673407692307694}, {\"feature_14\": \"-0.69006\", \"support\": 12, \"avg_response\": 0.20082366666666665}, {\"feature_14\": \"-0.19299\", \"support\": 12, \"avg_response\": -0.1418930833333333}, {\"feature_14\": \"-0.39182\", \"support\": 12, \"avg_response\": -0.1695243333333333}, {\"feature_14\": \"-0.93859\", \"support\": 12, \"avg_response\": -0.21163}, {\"feature_14\": \"-1.7836\", \"support\": 12, \"avg_response\": -0.2947975}, {\"feature_14\": \"-2.231\", \"support\": 11, \"avg_response\": 0.16982672727272727}, {\"feature_14\": \"-1.1871\", \"support\": 11, \"avg_response\": 0.008437363636363627}, {\"feature_14\": \"-1.8333\", \"support\": 10, \"avg_response\": 0.23714299999999996}, {\"feature_14\": \"-0.44152\", \"support\": 10, \"avg_response\": 0.07251500000000002}, {\"feature_14\": \"-1.3362\", \"support\": 10, \"avg_response\": -0.09309559999999999}, {\"feature_14\": \"-0.88888\", \"support\": 10, \"avg_response\": -0.3565799}, {\"feature_14\": \"-1.7339\", \"support\": 10, \"avg_response\": -0.4473967}, {\"feature_14\": \"-1.038\", \"support\": 10, \"avg_response\": -0.468854}, {\"feature_14\": \"-2.8274\", \"support\": 9, \"avg_response\": 1.0502644444444444}, {\"feature_14\": \"-1.9824\", \"support\": 9, \"avg_response\": 0.34171888888888885}, {\"feature_14\": \"-1.6842\", \"support\": 9, \"avg_response\": -0.06229622222222223}, {\"feature_14\": \"-1.9327\", \"support\": 9, \"avg_response\": -0.20011222222222225}, {\"feature_14\": \"-1.3859\", \"support\": 9, \"avg_response\": -0.3300451111111111}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 1.84}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fe3451e0d42b8e8717738174ef41f06a1107b45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.541588+00:00",
+  "ended_at": "2026-05-19T16:32:48.544275+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_28688b46b5e59caa",
+    "problem_id": "v2p_n14_65a2ab4f73a6d2b3",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_3, key_col=feature_14.",
+    "bindings": {
+      "key_col": "feature_14",
+      "measure_col": "feature_3",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "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/n14/sql/v2q_n14_28688b46b5e59caa.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/n14/artifacts/v2q_n14_28688b46b5e59caa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_28688b46b5e59caa/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/n14/artifacts/v2q_n14_2dc5bc161640803c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..eaffa410b4b41149e32cf4ee92f9736fab915878
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:19.956425+00:00",
+  "ended_at": "2026-05-19T16:12:27.579236+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_2dc5bc161640803c",
+    "problem_id": "v2p_n14_9f385157f48398ac",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_25.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_25",
+      "item_col": "feature_26",
+      "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": -0.036358,
+      "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=1",
+      "sql_variant_index=2/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 1,
+    "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/n14/artifacts/v2q_n14_2dc5bc161640803c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5c6b2bac3eedb416ccf18970ea45cfaf41a6ba24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2dc5bc161640803c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:23.264473+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": 3305.01, "started_at": "2026-05-19T16:12:19.958615+00:00", "ended_at": "2026-05-19T16:12:23.263649+00:00", "prompt_metrics": {"chars": 24233, "bytes_utf8": 24233, "lines": 722, "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\":\"019e4102-7378-79b3-b077-36949a2f2313\"}\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": "2026-05-19T16:12:27.579148+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": 3311.72, "started_at": "2026-05-19T16:12:24.266653+00:00", "ended_at": "2026-05-19T16:12:27.578418+00:00", "prompt_metrics": {"chars": 24233, "bytes_utf8": 24233, "lines": 722, "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\":\"019e4102-8443-77e1-b4c5-f21cf432f04c\"}\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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab3fac8406985195277f45edeee9970bea92a524
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/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": "2026-05-19T16:31:45.293921+00:00",
+  "ended_at": "2026-05-19T16:31:48.808023+00:00",
+  "elapsed_ms": 3514.05,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23896,
+    "bytes_utf8": 23896,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..aed7c35f854c762ac1a13d800b456d93c351ddcd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/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": "2026-05-19T16:31:49.811460+00:00",
+  "ended_at": "2026-05-19T16:31:52.907326+00:00",
+  "elapsed_ms": 3095.81,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23896,
+    "bytes_utf8": 23896,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58c7f7d3bd8de0860b6e25ba5490e12584cee998
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=feature_36.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "target",
+    "measure_col": "feature_36",
+    "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": -0.09507,
+    "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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58c7f7d3bd8de0860b6e25ba5490e12584cee998
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=feature_36.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "target",
+    "measure_col": "feature_36",
+    "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": -0.09507,
+    "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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66fb2496115a2fab5d64efbb31af3b93e232cdb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-3c16-7391-bc6a-0dc7209fa3d1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..330af190c4dd535758ac2364d9c79c9b95e5ec3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-3c16-7391-bc6a-0dc7209fa3d1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bd1224e418adb01b7cb686cf03caada188d5796
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-4db5-7363-a2a0-f29144cf75ca"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec9a82aa0018e4532f8434cc3dbe875ccb06f604
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4114-4db5-7363-a2a0-f29144cf75ca"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/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/n14/artifacts/v2q_n14_2f9d1cc616f0727e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2f9d1cc616f0727e/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/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..34f776445feb44c06700a683d1dd489fda6cab2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:31:29.046807+00:00",
+  "ended_at": "2026-05-19T16:31:37.620174+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_2fdb8c72786b5f2f",
+    "problem_id": "v2p_n14_6c713adeafcdd49b",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_35.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_35",
+      "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": -0.020493,
+      "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=5",
+      "sql_variant_index=1/2",
+      "binding_index=136"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ec71578692e554538f98569199f3c73a8dbd684
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_2fdb8c72786b5f2f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:32.774372+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": 3723.42, "started_at": "2026-05-19T16:31:29.049878+00:00", "ended_at": "2026-05-19T16:31:32.773347+00:00", "prompt_metrics": {"chars": 23910, "bytes_utf8": 23910, "lines": 720, "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-fc98-7691-98e5-77c2c5a375c6\"}\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": "2026-05-19T16:31:37.620024+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": 3841.84, "started_at": "2026-05-19T16:31:33.775887+00:00", "ended_at": "2026-05-19T16:31:37.617782+00:00", "prompt_metrics": {"chars": 23910, "bytes_utf8": 23910, "lines": 720, "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\":\"019e4114-0f03-7252-b44d-b0580773feb3\"}\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/n14/artifacts/v2q_n14_3026a619d992a4fd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9da888e504cd387de9dbc122b8869d47819c58c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:19:41.346119+00:00",
+  "ended_at": "2026-05-19T16:19:49.688617+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_3026a619d992a4fd",
+    "problem_id": "v2p_n14_01363243e0d56dac",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_25.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_25",
+      "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": -0.036358,
+      "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/n14/artifacts/v2q_n14_3026a619d992a4fd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f7e02e44d08390c20dbfe70af5afb6385b699eb9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3026a619d992a4fd/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:19:45.464183+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": 4113.95, "started_at": "2026-05-19T16:19:41.349119+00:00", "ended_at": "2026-05-19T16:19:45.463106+00:00", "prompt_metrics": {"chars": 24380, "bytes_utf8": 24380, "lines": 720, "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\":\"019e4109-2fa7-74f0-a66f-1218547b1d2c\"}\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": "2026-05-19T16:19:49.688529+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": 3221.2, "started_at": "2026-05-19T16:19:46.466469+00:00", "ended_at": "2026-05-19T16:19:49.687716+00:00", "prompt_metrics": {"chars": 24380, "bytes_utf8": 24380, "lines": 720, "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\":\"019e4109-439e-7cb0-b213-e83128832cf1\"}\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/n14/artifacts/v2q_n14_3ca06777fa986e86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0757a91929fb509931700401c9d59f6bedd51f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:32.934699+00:00",
+  "ended_at": "2026-05-19T16:32:40.308678+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_3ca06777fa986e86",
+    "problem_id": "v2p_n14_7ad74db4c8550376",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_39.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_39",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.053167,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=140"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_3ca06777fa986e86/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d356c997992d1d7d24ef1c21e1dee0b433c6b2f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3ca06777fa986e86/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:36.192427+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": 3252.99, "started_at": "2026-05-19T16:32:32.938217+00:00", "ended_at": "2026-05-19T16:32:36.191253+00:00", "prompt_metrics": {"chars": 23910, "bytes_utf8": 23910, "lines": 720, "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\":\"019e4114-f62b-73d2-8883-650d18340a43\"}\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": "2026-05-19T16:32:40.308567+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": 3113.26, "started_at": "2026-05-19T16:32:37.194129+00:00", "ended_at": "2026-05-19T16:32:40.307449+00:00", "prompt_metrics": {"chars": 23910, "bytes_utf8": 23910, "lines": 720, "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\":\"019e4115-06c5-7800-8286-261d41d658b0\"}\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/n14/artifacts/v2q_n14_3f09a010ab68f0e3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e07ae9d6eba8955552aa5ca44bb8ee5711518f38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:30:48.463041+00:00",
+  "ended_at": "2026-05-19T16:30:57.206715+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_3f09a010ab68f0e3",
+    "problem_id": "v2p_n14_1028b8ce30967334",
+    "dataset_id": "n14",
+    "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": "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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_32.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_32",
+      "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": 0.65202,
+      "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=133"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_3f09a010ab68f0e3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc8c31783b257000f68116412950dbfab1407376
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f09a010ab68f0e3/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:52.809887+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": 4342.25, "started_at": "2026-05-19T16:30:48.466274+00:00", "ended_at": "2026-05-19T16:30:52.808560+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4113-5e0e-7892-80ed-2bca3ff439df\"}\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": "2026-05-19T16:30:57.206605+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": 3392.45, "started_at": "2026-05-19T16:30:53.812939+00:00", "ended_at": "2026-05-19T16:30:57.205463+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4113-72db-7eb0-9c24-ca5ab6d030eb\"}\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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..de97efcd1c63df42a1ef210248c6c9142d357124
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/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": "2026-05-19T16:12:48.436336+00:00",
+  "ended_at": "2026-05-19T16:12:51.689729+00:00",
+  "elapsed_ms": 3253.37,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24232,
+    "bytes_utf8": 24232,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d80ffef2cdf643c6898c72d0c6a1355f0849c9f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/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": "2026-05-19T16:12:52.692584+00:00",
+  "ended_at": "2026-05-19T16:12:55.740929+00:00",
+  "elapsed_ms": 3048.31,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24232,
+    "bytes_utf8": 24232,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ebddbcd969b5ec666a3b48e100bf029a9cf1dc4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_27.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_27",
+    "item_col": "feature_28",
+    "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": 0.175418,
+    "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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ebddbcd969b5ec666a3b48e100bf029a9cf1dc4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
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+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
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+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
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+      "feature_33": "-0.092482",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
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+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, measure_col=feature_27.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_27",
+    "item_col": "feature_28",
+    "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": 0.175418,
+    "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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..926506adbe885f31b597ad6bb8546ad2b9bc5b4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-e2c1-7763-8bc3-755565b25b61"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..55f9e572fa3fe1ec886a2106f9894fac1191e491
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-e2c1-7763-8bc3-755565b25b61"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04bdb23ff3138d1a89fb225bb926c49edf4040d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-f34b-7a20-8bc9-45e4920a729f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4de4c11d657dc9da4a90e5f78707665a3f63398e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-f34b-7a20-8bc9-45e4920a729f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/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/n14/artifacts/v2q_n14_3f784be420640d77/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/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/n14/artifacts/v2q_n14_3f784be420640d77/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e19d951a1dd471ff6bc0da6aabee30f78a022d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:48.433943+00:00",
+  "ended_at": "2026-05-19T16:12:55.741887+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_3f784be420640d77",
+    "problem_id": "v2p_n14_6e8ef827534af70a",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_27.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_27",
+      "item_col": "feature_28",
+      "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": 0.175418,
+      "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/n14/artifacts/v2q_n14_3f784be420640d77/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cf148a8cc044bb46719de7490b2b755ee0415e2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_3f784be420640d77/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:51.690500+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": 3253.37, "started_at": "2026-05-19T16:12:48.436336+00:00", "ended_at": "2026-05-19T16:12:51.689729+00:00", "prompt_metrics": {"chars": 24232, "bytes_utf8": 24232, "lines": 722, "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-e2c1-7763-8bc3-755565b25b61\"}\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": "2026-05-19T16:12:55.741791+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": 3048.31, "started_at": "2026-05-19T16:12:52.692584+00:00", "ended_at": "2026-05-19T16:12:55.740929+00:00", "prompt_metrics": {"chars": 24232, "bytes_utf8": 24232, "lines": 722, "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-f34b-7a20-8bc9-45e4920a729f\"}\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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..576087014d2d3df2324b28d627dc0deda55ca3be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/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": "2026-05-19T16:12:55.744599+00:00",
+  "ended_at": "2026-05-19T16:12:58.749437+00:00",
+  "elapsed_ms": 3004.81,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24231,
+    "bytes_utf8": 24231,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..efeff1a9f31cb38ddb60d71744dc1fba314701c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/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": "2026-05-19T16:12:59.751297+00:00",
+  "ended_at": "2026-05-19T16:13:03.089787+00:00",
+  "elapsed_ms": 3338.46,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24231,
+    "bytes_utf8": 24231,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaa27ce86c0fd6624072162f7a652e9128912683
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_28.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_28",
+    "item_col": "feature_29",
+    "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": -0.088506,
+    "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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaa27ce86c0fd6624072162f7a652e9128912683
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_28.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_28",
+    "item_col": "feature_29",
+    "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": -0.088506,
+    "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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cc47fd264d65309a78eb6c811c5ccdc8cd0d0a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
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+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..231d7c8716e02e8dcd639ba1d9036fe535f5dc88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-ff48-7863-9a0a-bffb8d6cb0bb"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..074647b5aee17a6075de305ec63a85393bd5ec46
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-0ed6-78a0-9bbb-c67778d81968"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e5873ea8bfb823d5fbf8374386183ded185fbfdb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-0ed6-78a0-9bbb-c67778d81968"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/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/n14/artifacts/v2q_n14_4149e7ff24043bc3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/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/n14/artifacts/v2q_n14_4149e7ff24043bc3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2335ce9ef26c622e2316cb0191023b4d088b0e1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:55.742307+00:00",
+  "ended_at": "2026-05-19T16:13:03.090686+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_4149e7ff24043bc3",
+    "problem_id": "v2p_n14_9434cb0fcce053b7",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_28.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_28",
+      "item_col": "feature_29",
+      "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": -0.088506,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0e0c11690799313259cc69311482e83756d331a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4149e7ff24043bc3/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:58.750248+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": 3004.81, "started_at": "2026-05-19T16:12:55.744599+00:00", "ended_at": "2026-05-19T16:12:58.749437+00:00", "prompt_metrics": {"chars": 24231, "bytes_utf8": 24231, "lines": 722, "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-ff48-7863-9a0a-bffb8d6cb0bb\"}\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": "2026-05-19T16:13:03.090594+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": 3338.46, "started_at": "2026-05-19T16:12:59.751297+00:00", "ended_at": "2026-05-19T16:13:03.089787+00:00", "prompt_metrics": {"chars": 24231, "bytes_utf8": 24231, "lines": 722, "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\":\"019e4103-0ed6-78a0-9bbb-c67778d81968\"}\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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6cbc72b67d3785df000e0c60c297667d9fe690cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:35.474749+00:00",
+  "ended_at": "2026-05-19T16:28:38.885975+00:00",
+  "elapsed_ms": 3411.18,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1dd672597a62ae96c922ed241d2ded271f3ec95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:39.888630+00:00",
+  "ended_at": "2026-05-19T16:28:43.195221+00:00",
+  "elapsed_ms": 3306.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b88fd55f0e120b83aea030dbce84e785f7037a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.51334,
+    "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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b88fd55f0e120b83aea030dbce84e785f7037a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.51334,
+    "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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..769949620716c69f5b4692eb178636643bb48496
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-56b3-79c2-a9f9-560f7c5f505b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..869528e4975fddad9e814999175b044a597a5138
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-56b3-79c2-a9f9-560f7c5f505b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c1abb91822e906b90b9c8bd5c7775d623b5d9a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-67ce-73b2-82ee-98da711b3149"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0f6d4b6953c29e8f1049a7948aa68a64accdaad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-67ce-73b2-82ee-98da711b3149"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/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/n14/artifacts/v2q_n14_4172d864eece0520/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4172d864eece0520/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/n14/artifacts/v2q_n14_41d350e6c74c680f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a90f4dd750f85f54692e88c45a74e74985e78d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_17": "-0.15723", "support": 58, "avg_response": -0.3604270689655173}, {"feature_17": "-0.15822", "support": 39, "avg_response": -0.5808489743589744}, {"feature_17": "-0.15812", "support": 30, "avg_response": -0.23839233333333334}, {"feature_17": "-0.1589", "support": 19, "avg_response": 0.03170942105263158}, {"feature_17": "-0.15724", "support": 18, "avg_response": -0.3083695555555555}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2d97d11a080fc0355fd6aa94f8648e05f520e224
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_41d350e6c74c680f
+-- problem_id: v2p_n14_3e8ab123d9a0f67a
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_17",
+    COUNT(*) AS support,
+    AVG("feature_4") AS avg_response
+FROM "n14"
+GROUP BY "feature_17"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f7ffa8ccbe2e1ab5e54e3b01d5f92232cda4b67a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_41d350e6c74c680f\n-- problem_id: v2p_n14_3e8ab123d9a0f67a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_17\",\n    COUNT(*) AS support,\n    AVG(\"feature_4\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_17\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_41d350e6c74c680f\\n-- problem_id: v2p_n14_3e8ab123d9a0f67a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_17\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_4\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_17\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_17\", \"support\", \"avg_response\"], \"rows\": [{\"feature_17\": \"-0.15723\", \"support\": 58, \"avg_response\": -0.3604270689655173}, {\"feature_17\": \"-0.15822\", \"support\": 39, \"avg_response\": -0.5808489743589744}, {\"feature_17\": \"-0.15812\", \"support\": 30, \"avg_response\": -0.23839233333333334}, {\"feature_17\": \"-0.1589\", \"support\": 19, \"avg_response\": 0.03170942105263158}, {\"feature_17\": \"-0.15724\", \"support\": 18, \"avg_response\": -0.3083695555555555}, {\"feature_17\": \"-0.1592\", \"support\": 17, \"avg_response\": -0.7936929411764706}, {\"feature_17\": \"-0.13981\", \"support\": 15, \"avg_response\": 1.2584866666666668}, {\"feature_17\": \"-0.132\", \"support\": 15, \"avg_response\": 1.1298446666666668}, {\"feature_17\": \"-0.15886\", \"support\": 15, \"avg_response\": -0.15455199999999997}, {\"feature_17\": \"-0.15718\", \"support\": 15, \"avg_response\": -0.23579533333333333}, {\"feature_17\": \"-0.1572\", \"support\": 15, \"avg_response\": -0.35112533333333334}, {\"feature_17\": \"-0.15829\", \"support\": 14, \"avg_response\": 1.6796914285714286}, {\"feature_17\": \"-0.1372\", \"support\": 14, \"avg_response\": 1.2535}, {\"feature_17\": \"-0.15884\", \"support\": 14, \"avg_response\": 0.03325942857142858}, {\"feature_17\": \"-0.15883\", \"support\": 13, \"avg_response\": -0.10951899999999999}, {\"feature_17\": \"-0.15725\", \"support\": 13, \"avg_response\": -0.3567092307692308}, {\"feature_17\": \"-0.15885\", \"support\": 12, \"avg_response\": 0.39004316666666666}, {\"feature_17\": \"-0.15828\", \"support\": 11, \"avg_response\": -0.49354727272727267}, {\"feature_17\": \"-0.15921\", \"support\": 11, \"avg_response\": -0.65545}, {\"feature_17\": \"-0.15879\", \"support\": 10, \"avg_response\": -0.04194269999999999}, {\"feature_17\": \"-0.15888\", \"support\": 10, \"avg_response\": -0.0711434}, {\"feature_17\": \"-0.15813\", \"support\": 10, \"avg_response\": -0.25288900000000003}, {\"feature_17\": \"-0.15821\", \"support\": 10, \"avg_response\": -0.609767}, {\"feature_17\": \"-0.15919\", \"support\": 10, \"avg_response\": -0.629241}, {\"feature_17\": \"-0.1583\", \"support\": 9, \"avg_response\": 1.2191477777777777}, {\"feature_17\": \"-0.15843\", \"support\": 9, \"avg_response\": 0.2361077777777778}, {\"feature_17\": \"-0.15887\", \"support\": 9, \"avg_response\": -0.11868455555555552}, {\"feature_17\": \"-0.15898\", \"support\": 9, \"avg_response\": -0.7622255555555556}, {\"feature_17\": \"-0.13229\", \"support\": 8, \"avg_response\": 0.6352125}, {\"feature_17\": \"-0.15892\", \"support\": 8, \"avg_response\": -0.04908825}, {\"feature_17\": \"-0.15916\", \"support\": 8, \"avg_response\": -0.5957425}, {\"feature_17\": \"-0.15851\", \"support\": 8, \"avg_response\": -0.640535}, {\"feature_17\": \"-0.15917\", \"support\": 8, \"avg_response\": -0.8935325}, {\"feature_17\": \"-0.15833\", \"support\": 7, \"avg_response\": 1.3621357142857142}, {\"feature_17\": \"-0.15841\", \"support\": 7, \"avg_response\": 0.1316057142857143}, {\"feature_17\": \"-0.15882\", \"support\": 7, \"avg_response\": 0.005676285714285711}, {\"feature_17\": \"-0.15868\", \"support\": 7, \"avg_response\": -0.29733242857142855}, {\"feature_17\": \"-0.15716\", \"support\": 7, \"avg_response\": -0.3603042857142857}, {\"feature_17\": \"-0.15913\", \"support\": 7, \"avg_response\": -0.595277142857143}, {\"feature_17\": \"-0.15849\", \"support\": 7, \"avg_response\": -0.7281485714285714}, {\"feature_17\": \"-0.15817\", \"support\": 7, \"avg_response\": -0.8755914285714285}, {\"feature_17\": \"-0.15889\", \"support\": 6, \"avg_response\": 0.06539666666666667}, {\"feature_17\": \"-0.15891\", \"support\": 6, \"avg_response\": -0.10405216666666668}, {\"feature_17\": \"-0.1569\", \"support\": 6, \"avg_response\": -0.23266333333333333}, {\"feature_17\": \"-0.15844\", \"support\": 6, \"avg_response\": -0.2792883333333333}, {\"feature_17\": \"-0.15719\", \"support\": 6, \"avg_response\": -0.326415}, {\"feature_17\": \"-0.1575\", \"support\": 6, \"avg_response\": -0.40090166666666666}, {\"feature_17\": \"-0.15722\", \"support\": 6, \"avg_response\": -0.42797999999999997}, {\"feature_17\": \"-0.15711\", \"support\": 6, \"avg_response\": -0.49396666666666667}, {\"feature_17\": \"-0.1571\", \"support\": 6, \"avg_response\": -0.494535}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.24}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6694aba09befe786561671728d0b9834f5f9a818
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.548377+00:00",
+  "ended_at": "2026-05-19T16:32:48.551631+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_41d350e6c74c680f",
+    "problem_id": "v2p_n14_3e8ab123d9a0f67a",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_4, key_col=feature_17.",
+    "bindings": {
+      "key_col": "feature_17",
+      "measure_col": "feature_4",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=11",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 11,
+    "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/n14/sql/v2q_n14_41d350e6c74c680f.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/n14/artifacts/v2q_n14_41d350e6c74c680f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_41d350e6c74c680f/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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a90a89c82170aaaa12ac2e34cdaabb05aed16614
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/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": "2026-05-19T16:09:30.690408+00:00",
+  "ended_at": "2026-05-19T16:09:33.859344+00:00",
+  "elapsed_ms": 3168.91,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23822,
+    "bytes_utf8": 23822,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..90ae4ddcc5705a8a398314ed0d4beea88e918d67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/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": "2026-05-19T16:09:34.862159+00:00",
+  "ended_at": "2026-05-19T16:09:38.885365+00:00",
+  "elapsed_ms": 4023.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23822,
+    "bytes_utf8": 23822,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd41f36053dfb5b77fad887345d826e05d3c28b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_3.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_3",
+    "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": -0.11558,
+    "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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd41f36053dfb5b77fad887345d826e05d3c28b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_34, measure_col=feature_3.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_3",
+    "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": -0.11558,
+    "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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5f288181545f222d0b93ace796bc0e02fbcccd05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-de66-72d1-834d-e25481cd4f72"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..529cc51e7f5efaab4275e60b6c79776a67d4d9c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-de66-72d1-834d-e25481cd4f72"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57ad34534607d491837cf10400e231a7675fd13c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-eeb2-73d3-908a-12b5f7667139"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44e387db551a32f3aa2069b0cda68ae0ade9299f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-eeb2-73d3-908a-12b5f7667139"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/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/n14/artifacts/v2q_n14_442d4cec162ddde7/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_442d4cec162ddde7/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/n14/artifacts/v2q_n14_44aea1b13468d480/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e3809cb86a716aec5a72ff314a2066dcc357865
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:17.736872+00:00",
+  "ended_at": "2026-05-19T16:11:24.772093+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_44aea1b13468d480",
+    "problem_id": "v2p_n14_c8e58cb32db93f9f",
+    "dataset_id": "n14",
+    "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=feature_33.",
+    "bindings": {
+      "group_col": "feature_33",
+      "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": 0.75143,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=13"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "problem_index_within_template": 2,
+    "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/n14/artifacts/v2q_n14_44aea1b13468d480/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4bd7d590439cb338bc3bf794d1af1bd2e5637a09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_44aea1b13468d480/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:20.703719+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": 2963.98, "started_at": "2026-05-19T16:11:17.738883+00:00", "ended_at": "2026-05-19T16:11:20.702890+00:00", "prompt_metrics": {"chars": 23727, "bytes_utf8": 23727, "lines": 718, "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\":\"019e4101-8069-7112-b966-21972ed61e3f\"}\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": "2026-05-19T16:11:24.771985+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": 3066.24, "started_at": "2026-05-19T16:11:21.704894+00:00", "ended_at": "2026-05-19T16:11:24.771165+00:00", "prompt_metrics": {"chars": 23727, "bytes_utf8": 23727, "lines": 718, "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\":\"019e4101-8fe9-7b81-bd50-d6822f0a2859\"}\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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1678142669341daa0bd43102dcbe43178a45d3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/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": "2026-05-19T16:29:31.897651+00:00",
+  "ended_at": "2026-05-19T16:29:35.442363+00:00",
+  "elapsed_ms": 3544.67,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23800,
+    "bytes_utf8": 23800,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea4df9ac9d9545f866c71f3d13b9eee309108a2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/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": "2026-05-19T16:29:36.444959+00:00",
+  "ended_at": "2026-05-19T16:29:40.770796+00:00",
+  "elapsed_ms": 4325.79,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23800,
+    "bytes_utf8": 23800,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..efe4a3090c05a85cf4cde9ad5f168713f3a8359d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=target.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "target",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.003369,
+    "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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..efe4a3090c05a85cf4cde9ad5f168713f3a8359d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+    {
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+      "type": "TEXT",
+      "notnull": false,
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+  ],
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+      "target": "2"
+    },
+    {
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+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
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+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=target.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "target",
+    "top_k": 10,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.003369,
+    "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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..955d065894244688dfb48ecdeee877eed61f938c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-32e6-7312-8a7a-14dff4852ac6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fe79d56fe00cbcf31a5f4f52b4fa4500a129fbc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-32e6-7312-8a7a-14dff4852ac6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20bb8ed539a2e2a58a0632316c6178b48335a0b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-44a8-7010-a03a-91d973dfa8fa"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3d7e3a130f207f305ff8149d38b86660b56c9596
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-44a8-7010-a03a-91d973dfa8fa"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/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/n14/artifacts/v2q_n14_45687f40a5858233/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/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/n14/artifacts/v2q_n14_45687f40a5858233/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d54f9debc8eed579ed1723b70e13e136517c1630
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:31.893837+00:00",
+  "ended_at": "2026-05-19T16:29:40.771968+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_45687f40a5858233",
+    "problem_id": "v2p_n14_f49bdae99b495230",
+    "dataset_id": "n14",
+    "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=target.",
+    "bindings": {
+      "group_col": "target",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.003369,
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=125"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_45687f40a5858233/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..898c3e2e9fb683c2ec6243873cbdfcb36cdb3807
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_45687f40a5858233/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:35.443347+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": 3544.67, "started_at": "2026-05-19T16:29:31.897651+00:00", "ended_at": "2026-05-19T16:29:35.442363+00:00", "prompt_metrics": {"chars": 23800, "bytes_utf8": 23800, "lines": 718, "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\":\"019e4112-32e6-7312-8a7a-14dff4852ac6\"}\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": "2026-05-19T16:29:40.771866+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": 4325.79, "started_at": "2026-05-19T16:29:36.444959+00:00", "ended_at": "2026-05-19T16:29:40.770796+00:00", "prompt_metrics": {"chars": 23800, "bytes_utf8": 23800, "lines": 718, "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\":\"019e4112-44a8-7010-a03a-91d973dfa8fa\"}\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/n14/artifacts/v2q_n14_4588fa80526c509e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbbeb95d734c86971f93d5267803f2610954d65c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:19:27.845845+00:00",
+  "ended_at": "2026-05-19T16:19:34.661483+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_4588fa80526c509e",
+    "problem_id": "v2p_n14_0a8fd0b1881225ff",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_24.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_24",
+      "top_k": 19,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.11684,
+      "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=2/2",
+      "binding_index=74"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_4588fa80526c509e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d4fcc06143d22d7b9ff524feb03bf271559725f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4588fa80526c509e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:19:30.548301+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": 2698.92, "started_at": "2026-05-19T16:19:27.848473+00:00", "ended_at": "2026-05-19T16:19:30.547426+00:00", "prompt_metrics": {"chars": 24380, "bytes_utf8": 24380, "lines": 720, "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-faec-7003-bfe3-2a986b298071\"}\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": "2026-05-19T16:19:34.661352+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": 3109.87, "started_at": "2026-05-19T16:19:31.550360+00:00", "ended_at": "2026-05-19T16:19:34.660276+00:00", "prompt_metrics": {"chars": 24380, "bytes_utf8": 24380, "lines": 720, "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\":\"019e4109-0965-7363-855f-f295b0f1d426\"}\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/n14/artifacts/v2q_n14_4cb20ca820757a8f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b953fe41eca550e1c1c2a9bcea82cb98096fce48
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:00.709588+00:00",
+  "ended_at": "2026-05-19T16:10:08.296453+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_4cb20ca820757a8f",
+    "problem_id": "v2p_n14_55da1c22a04806a4",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_5.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_5",
+      "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": 0.102919,
+      "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=4"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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/n14/artifacts/v2q_n14_4cb20ca820757a8f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc8fec6540440ea66c15c5622f37460a4a9494e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4cb20ca820757a8f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:03.888722+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": 3176.19, "started_at": "2026-05-19T16:10:00.711746+00:00", "ended_at": "2026-05-19T16:10:03.887964+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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\":\"019e4100-537a-7330-9f93-f2633bbf72f9\"}\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": "2026-05-19T16:10:08.296354+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": 3404.76, "started_at": "2026-05-19T16:10:04.890666+00:00", "ended_at": "2026-05-19T16:10:08.295466+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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\":\"019e4100-63d3-7440-ab68-d63b05f30937\"}\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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdcc00bdf5537659a72fe898b9ee735bc261aa64
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/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": "2026-05-19T16:30:40.689584+00:00",
+  "ended_at": "2026-05-19T16:30:43.672809+00:00",
+  "elapsed_ms": 2983.18,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23903,
+    "bytes_utf8": 23903,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c68edf0c36d506e9f24e7a5c823dcff8e785be8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/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": "2026-05-19T16:30:44.675320+00:00",
+  "ended_at": "2026-05-19T16:30:48.461380+00:00",
+  "elapsed_ms": 3786.01,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23903,
+    "bytes_utf8": 23903,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f8282dd91d1569310a48ef734ead4b3023f3f98
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_32.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_32",
+    "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": 0.75143,
+    "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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f8282dd91d1569310a48ef734ead4b3023f3f98
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
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+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
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+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
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+      "feature_28": "-0.11823",
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+      "feature_30": "-0.045005",
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+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
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+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
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+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_32.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_32",
+    "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": 0.75143,
+    "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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e21221f6c374409f2d4d5c3c71b463e3dd4864e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-3fc1-7c90-a80f-8a6c79d74646"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a6a898483166c8b50878e1133859a0b5e5b8272
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-3fc1-7c90-a80f-8a6c79d74646"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1cdeecb9c1d1a36731b95ce52061da3feb09458
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-4f47-7813-9739-e68d576ca111"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4beb04ac71b450899aa69f310fd4fb58c9abda57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-4f47-7813-9739-e68d576ca111"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/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/n14/artifacts/v2q_n14_4dcadde783163e49/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/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/n14/artifacts/v2q_n14_4dcadde783163e49/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5021d81f3446a3390a310a12a55d0209b77d17e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:30:40.686072+00:00",
+  "ended_at": "2026-05-19T16:30:48.462570+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_4dcadde783163e49",
+    "problem_id": "v2p_n14_2e455a0e22431c47",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_32.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_32",
+      "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": 0.75143,
+      "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=133"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_4dcadde783163e49/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1761350c6d026e9bf85c4e99adb096f4dad4b956
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_4dcadde783163e49/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:43.673787+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": 2983.18, "started_at": "2026-05-19T16:30:40.689584+00:00", "ended_at": "2026-05-19T16:30:43.672809+00:00", "prompt_metrics": {"chars": 23903, "bytes_utf8": 23903, "lines": 720, "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\":\"019e4113-3fc1-7c90-a80f-8a6c79d74646\"}\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": "2026-05-19T16:30:48.462466+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": 3786.01, "started_at": "2026-05-19T16:30:44.675320+00:00", "ended_at": "2026-05-19T16:30:48.461380+00:00", "prompt_metrics": {"chars": 23903, "bytes_utf8": 23903, "lines": 720, "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\":\"019e4113-4f47-7813-9739-e68d576ca111\"}\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/n14/artifacts/v2q_n14_51ac99614b2d8390/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..826f34827aee280ea21579e5d2b3d6c0e2533ec4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:08.941636+00:00",
+  "ended_at": "2026-05-19T16:25:16.682142+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_51ac99614b2d8390",
+    "problem_id": "v2p_n14_0468c8d03d46f8ad",
+    "dataset_id": "n14",
+    "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=feature_33, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_33",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": -0.165945,
+      "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=97"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_51ac99614b2d8390/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..846aa3a3aec3346150c8ce48bc6a66a10f1588a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_51ac99614b2d8390/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:12.221792+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": 3276.33, "started_at": "2026-05-19T16:25:08.944365+00:00", "ended_at": "2026-05-19T16:25:12.220731+00:00", "prompt_metrics": {"chars": 24052, "bytes_utf8": 24052, "lines": 723, "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\":\"019e410e-2ff1-77b2-ac98-89e1b51d67a5\"}\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": "2026-05-19T16:25:16.682009+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": 3457.42, "started_at": "2026-05-19T16:25:13.223309+00:00", "ended_at": "2026-05-19T16:25:16.680781+00:00", "prompt_metrics": {"chars": 24052, "bytes_utf8": 24052, "lines": 723, "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\":\"019e410e-4077-7e13-9835-c127861e6ea5\"}\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/n14/artifacts/v2q_n14_52fef1afa393d8ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..88513ff02ae1999beabfae36182e363fc4250c94
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:31:37.620769+00:00",
+  "ended_at": "2026-05-19T16:31:45.290556+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_52fef1afa393d8ce",
+    "problem_id": "v2p_n14_5d001d35644fce98",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_35.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_35",
+      "top_k": 16,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.22077,
+      "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=136"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_52fef1afa393d8ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0c32d6b7a93b60c4a7411dc05a60b7ea821e6588
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_52fef1afa393d8ce/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:40.741504+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": 3115.49, "started_at": "2026-05-19T16:31:37.624898+00:00", "ended_at": "2026-05-19T16:31:40.740453+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4114-1df0-7722-a442-0536007041c2\"}\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": "2026-05-19T16:31:45.290451+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": 3544.82, "started_at": "2026-05-19T16:31:41.744412+00:00", "ended_at": "2026-05-19T16:31:45.289289+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4114-2e1f-72c3-b14c-ad8e8b6fa12f\"}\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/n14/artifacts/v2q_n14_544290922d32b9bd/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..75bf5c66420fbc30e44b735ab38904fb960df003
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:31.917742+00:00",
+  "ended_at": "2026-05-19T16:13:39.095342+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_544290922d32b9bd",
+    "problem_id": "v2p_n14_757c43d8689fe709",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_30.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_30",
+      "item_col": "feature_31",
+      "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": -0.3415,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=2/2",
+      "binding_index=29"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_544290922d32b9bd/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..86395ec13e6529e6aea2beffba28d0ff8b65fe76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_544290922d32b9bd/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:34.892809+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": 2971.85, "started_at": "2026-05-19T16:13:31.919984+00:00", "ended_at": "2026-05-19T16:13:34.891877+00:00", "prompt_metrics": {"chars": 24228, "bytes_utf8": 24228, "lines": 722, "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\":\"019e4103-8c90-7f11-94d1-322cfcb19ade\"}\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": "2026-05-19T16:13:39.095143+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": 3199.37, "started_at": "2026-05-19T16:13:35.894470+00:00", "ended_at": "2026-05-19T16:13:39.093884+00:00", "prompt_metrics": {"chars": 24228, "bytes_utf8": 24228, "lines": 722, "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\":\"019e4103-9c17-7ce1-88b4-956e17b25eac\"}\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/n14/artifacts/v2q_n14_56317e4674edc22a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cdae27be69055ff1d5bc5a9ed5739043e9efd0d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_10, measure_col=feature_1.
+Result preview: [{"feature_10": "-0.23316", "total_measure": 220.924526}, {"feature_10": "-0.09707", "total_measure": 88.506337}, {"feature_10": "0.039015", "total_measure": 53.750651999999995}, {"feature_10": "0.1751", "total_measure": 39.576028}, {"feature_10": "0.58336", "total_measure": 25.216839999999998}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c533e4c77555fa3528dc507afd6eff6fde8bb43a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n14_56317e4674edc22a
+-- problem_id: v2p_n14_83505fbb375feaf3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "feature_10",
+  SUM(CAST("feature_1" AS REAL)) AS "total_measure"
+FROM "n14"
+WHERE "feature_10" IS NOT NULL
+  AND "feature_10" <> ''
+  AND "feature_1" IS NOT NULL
+  AND "feature_1" <> ''
+GROUP BY "feature_10"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9902c5c20c30600d290b1af14524d7f6c61c67aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_group_sum\nSELECT\n  \"feature_10\",\n  SUM(CAST(\"feature_1\" AS REAL)) AS \"total_measure\"\nFROM \"n14\"\nWHERE \"feature_10\" IS NOT NULL\n  AND \"feature_10\" <> ''\n  AND \"feature_1\" IS NOT NULL\n  AND \"feature_1\" <> ''\nGROUP BY \"feature_10\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT\\n  \\\"feature_10\\\",\\n  SUM(CAST(\\\"feature_1\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n14\\\"\\nWHERE \\\"feature_10\\\" IS NOT NULL\\n  AND \\\"feature_10\\\" <> ''\\n  AND \\\"feature_1\\\" IS NOT NULL\\n  AND \\\"feature_1\\\" <> ''\\nGROUP BY \\\"feature_10\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"feature_10\", \"total_measure\"], \"rows\": [{\"feature_10\": \"-0.23316\", \"total_measure\": 220.924526}, {\"feature_10\": \"-0.09707\", \"total_measure\": 88.506337}, {\"feature_10\": \"0.039015\", \"total_measure\": 53.750651999999995}, {\"feature_10\": \"0.1751\", \"total_measure\": 39.576028}, {\"feature_10\": \"0.58336\", \"total_measure\": 25.216839999999998}, {\"feature_10\": \"0.44727\", \"total_measure\": 16.37942}, {\"feature_10\": \"0.31119\", \"total_measure\": 15.787683999999999}, {\"feature_10\": \"0.71944\", \"total_measure\": 6.154}, {\"feature_10\": \"0.85553\", \"total_measure\": 4.9601}, {\"feature_10\": \"1.9442\", \"total_measure\": 3.2287999999999997}, {\"feature_10\": \"1.2638\", \"total_measure\": 1.9896}, {\"feature_10\": \"4.3937\", \"total_measure\": 0.75264}, {\"feature_10\": \"2.8968\", \"total_measure\": 0.6028}, {\"feature_10\": \"10.654\", \"total_measure\": 0.46961}, {\"feature_10\": \"2.7607\", \"total_measure\": 0.45211}, {\"feature_10\": \"-0.91358\", \"total_measure\": -1.1343900000000002}, {\"feature_10\": \"0.99161\", \"total_measure\": -8.62352}, {\"feature_10\": \"-0.50533\", \"total_measure\": -8.646426000000005}, {\"feature_10\": \"-0.36924\", \"total_measure\": -49.921896000000004}, {\"feature_10\": \"-0.7775\", \"total_measure\": -103.36529}, {\"feature_10\": \"-0.64141\", \"total_measure\": -109.582256}, {\"feature_10\": \"2.3525\", \"total_measure\": -134.32753}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.94}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cc8a60b283b49014fe5ad1a4e8863ec8538ef14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:08:45.066117+00:00",
+  "ended_at": "2026-05-19T16:08:59.998512+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_56317e4674edc22a",
+    "problem_id": "v2p_n14_83505fbb375feaf3",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_1.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_1",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.647185,
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=0"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/sql/v2q_n14_56317e4674edc22a.sql",
+  "usage_summary": {
+    "dataset_id": "n14",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n14_56317e4674edc22a",
+    "api_calls": 0,
+    "input_tokens": 19616,
+    "cached_input_tokens": 12032,
+    "output_tokens": 688,
+    "total_tokens": 20304,
+    "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": 14923.37,
+    "sql_execution_elapsed_ms_total": 2.94,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/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/n14/artifacts/v2q_n14_56317e4674edc22a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e47d1bd863dcdf04fd0b971575173aaf1f43fb75
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:08:59.992687+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14923.37, "started_at": "2026-05-19T16:08:45.068068+00:00", "ended_at": "2026-05-19T16:08:59.991467+00:00", "prompt_metrics": {"chars": 23821, "bytes_utf8": 23821, "lines": 720, "estimated_tokens": null}, "response_metrics": {"chars": 602, "bytes_utf8": 602, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 19616, "cached_input_tokens": 12032, "output_tokens": 688, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT\\n  \\\"feature_10\\\",\\n  SUM(CAST(\\\"feature_1\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n14\\\"\\nWHERE \\\"feature_10\\\" IS NOT NULL\\n  AND \\\"feature_10\\\" <> ''\\n  AND \\\"feature_1\\\" IS NOT NULL\\n  AND \\\"feature_1\\\" <> ''\\nGROUP BY \\\"feature_10\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Applied the provided Grouped Numeric Sum template with group_col=\\\"feature_10\\\" and measure_col=\\\"feature_1\\\". Cast \\\"feature_1\\\" to REAL because the SQLite schema stores numeric features as TEXT, and filtered out NULL/empty values to avoid invalid numeric aggregation.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..38872ddcb8a57957105dbecf1e1a6e28859af90a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n14",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n14_56317e4674edc22a",
+  "api_calls": 0,
+  "input_tokens": 19616,
+  "cached_input_tokens": 12032,
+  "output_tokens": 688,
+  "total_tokens": 20304,
+  "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": 14923.37,
+  "sql_execution_elapsed_ms_total": 2.94,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56317e4674edc22a/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/n14/artifacts/v2q_n14_5686c45dbe96a6f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..edb49514ad3cc8eb1bc243717adcf3ad11be778d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:31.340753+00:00",
+  "ended_at": "2026-05-19T16:10:38.815851+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5686c45dbe96a6f3",
+    "problem_id": "v2p_n14_6ad224e7a5d90f1d",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_7.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_7",
+      "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": 0.60444,
+      "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/n14/artifacts/v2q_n14_5686c45dbe96a6f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..eb235e7c34f2fc24814960a51730f4986b556af8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5686c45dbe96a6f3/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:34.620779+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": 3277.03, "started_at": "2026-05-19T16:10:31.342947+00:00", "ended_at": "2026-05-19T16:10:34.620040+00:00", "prompt_metrics": {"chars": 23821, "bytes_utf8": 23821, "lines": 720, "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-cb38-7770-a054-4092a58e8483\"}\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": "2026-05-19T16:10:38.815727+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": 3191.99, "started_at": "2026-05-19T16:10:35.622786+00:00", "ended_at": "2026-05-19T16:10:38.814819+00:00", "prompt_metrics": {"chars": 23821, "bytes_utf8": 23821, "lines": 720, "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-dbec-71c0-8393-8ace0e720a80\"}\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/n14/artifacts/v2q_n14_56c54127e74f0a58/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f81383b773b58a931197f2d1bef23a8379c685fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:19:59.468363+00:00",
+  "ended_at": "2026-05-19T16:20:09.355296+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_56c54127e74f0a58",
+    "problem_id": "v2p_n14_2c88c87f944e17dc",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_26.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_26",
+      "top_k": 16,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.18967,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=76"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e910a83bc67c9bf33f318a9a1553841f1060a2a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_56c54127e74f0a58/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:20:05.162243+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": 5690.77, "started_at": "2026-05-19T16:19:59.470677+00:00", "ended_at": "2026-05-19T16:20:05.161468+00:00", "prompt_metrics": {"chars": 24379, "bytes_utf8": 24379, "lines": 720, "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\":\"019e4109-7671-71a1-97fb-1f4cd114031c\"}\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": "2026-05-19T16:20:09.355203+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": 3190.01, "started_at": "2026-05-19T16:20:06.164311+00:00", "ended_at": "2026-05-19T16:20:09.354371+00:00", "prompt_metrics": {"chars": 24379, "bytes_utf8": 24379, "lines": 720, "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\":\"019e4109-909b-7b33-b37c-278199d69af6\"}\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/n14/artifacts/v2q_n14_575c394fee3c6a5a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..83771742fdd370fe7c2a9b67f2f1e59c0747cc49
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:34.298598+00:00",
+  "ended_at": "2026-05-19T16:12:41.396290+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_575c394fee3c6a5a",
+    "problem_id": "v2p_n14_f4422bceb96d7dd9",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_26.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_26",
+      "item_col": "feature_27",
+      "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": 0.18967,
+      "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=25"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_575c394fee3c6a5a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..79892ac4513458f838ecd86ea68e8382d67ce844
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_575c394fee3c6a5a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:37.470921+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": 3169.48, "started_at": "2026-05-19T16:12:34.300650+00:00", "ended_at": "2026-05-19T16:12:37.470158+00:00", "prompt_metrics": {"chars": 24236, "bytes_utf8": 24236, "lines": 722, "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-ab76-70c0-b00f-51ab4da08f62\"}\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": "2026-05-19T16:12:41.396124+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": 2921.16, "started_at": "2026-05-19T16:12:38.473387+00:00", "ended_at": "2026-05-19T16:12:41.394591+00:00", "prompt_metrics": {"chars": 24236, "bytes_utf8": 24236, "lines": 722, "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-bbe7-7851-8dd3-d2533c134448\"}\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/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a94c45b0224fbadde5b2a329d30e19d908423c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:27:30.264467+00:00",
+  "ended_at": "2026-05-19T16:27:38.230488+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_57e5d702cbcfa9aa",
+    "problem_id": "v2p_n14_144b655f5e73354b",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_11.",
+    "bindings": {
+      "measure_col": "feature_11",
+      "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": 0.9956,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1",
+      "binding_index=112"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6079d8f3479b204375b12e5bbd05e76f694fb510
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_57e5d702cbcfa9aa/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:33.761193+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": 3492.77, "started_at": "2026-05-19T16:27:30.267442+00:00", "ended_at": "2026-05-19T16:27:33.760255+00:00", "prompt_metrics": {"chars": 23754, "bytes_utf8": 23754, "lines": 718, "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\":\"019e4110-57df-7952-8f6d-0dccd175fb52\"}\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": "2026-05-19T16:27:38.230385+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": 3466.44, "started_at": "2026-05-19T16:27:34.762887+00:00", "ended_at": "2026-05-19T16:27:38.229380+00:00", "prompt_metrics": {"chars": 23754, "bytes_utf8": 23754, "lines": 718, "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\":\"019e4110-695b-7480-96af-47b13a98f3e7\"}\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/n14/artifacts/v2q_n14_597ea14c67e1a335/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..65505f74a666b768e791ad0d2ec7a76b60bbff08
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:27:38.230951+00:00",
+  "ended_at": "2026-05-19T16:27:47.486144+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_597ea14c67e1a335",
+    "problem_id": "v2p_n14_454f2a9af7f6dd0b",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_12.",
+    "bindings": {
+      "measure_col": "feature_12",
+      "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": -0.11159,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/1",
+      "binding_index=113"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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/n14/artifacts/v2q_n14_597ea14c67e1a335/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..422273e56bac307b758f8bf3de9da669393d24b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_597ea14c67e1a335/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:43.109483+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": 4874.48, "started_at": "2026-05-19T16:27:38.233644+00:00", "ended_at": "2026-05-19T16:27:43.108166+00:00", "prompt_metrics": {"chars": 23755, "bytes_utf8": 23755, "lines": 718, "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\":\"019e4110-76ec-7b63-92c7-0f5646b02ff3\"}\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": "2026-05-19T16:27:47.485984+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": 3373.39, "started_at": "2026-05-19T16:27:44.111204+00:00", "ended_at": "2026-05-19T16:27:47.484642+00:00", "prompt_metrics": {"chars": 23755, "bytes_utf8": 23755, "lines": 718, "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\":\"019e4110-8de6-7d31-b07e-e7cfb193c4eb\"}\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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2461ddbae878a0dda8803236e3105e69c20ab324
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/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": "2026-05-19T16:30:23.851941+00:00",
+  "ended_at": "2026-05-19T16:30:28.190937+00:00",
+  "elapsed_ms": 4338.93,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23908,
+    "bytes_utf8": 23908,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6f9eaa4dcda7de62d7707b7e2ece88ceccbf726
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/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": "2026-05-19T16:30:29.194336+00:00",
+  "ended_at": "2026-05-19T16:30:32.760729+00:00",
+  "elapsed_ms": 3566.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23908,
+    "bytes_utf8": 23908,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0fb1feed7d915627ddee0603a3f6d47244d1b6a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_31.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_31",
+    "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": 0.40028,
+    "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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0fb1feed7d915627ddee0603a3f6d47244d1b6a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=feature_10, measure_col=feature_31.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_31",
+    "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": 0.40028,
+    "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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56cb200645d984cebdd95fa29a54f35551d7a5c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-fddf-7123-bde7-5c3f3d2e158c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c2fa090d9dc0b74fc0887c7c49f3109142ed443
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-fddf-7123-bde7-5c3f3d2e158c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b77e9eeacbd82e4ae920b72179b29ec7a3aed3be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-12b7-7b51-a648-0996adf2058b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ace2ed9b6830aaea01a932f46b2237da25b93bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-12b7-7b51-a648-0996adf2058b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/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/n14/artifacts/v2q_n14_59b135cd05904b88/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_59b135cd05904b88/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/n14/artifacts/v2q_n14_5ae15e345a7b3274/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..550e16497160b8480489af6b10dfde99c0b57f38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:17:13.810879+00:00",
+  "ended_at": "2026-05-19T16:17:28.124725+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5ae15e345a7b3274",
+    "problem_id": "v2p_n14_7c0c3a9ff75c257d",
+    "dataset_id": "n14",
+    "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=feature_10.",
+    "bindings": {
+      "measure_col": "feature_10",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.039015,
+      "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=60"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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",
+  "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/n14/artifacts/v2q_n14_5ae15e345a7b3274/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..36c84c2bf508f0245d807b27f2817e5efc343a32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ae15e345a7b3274/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:16.857881+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": 3042.67, "started_at": "2026-05-19T16:17:13.814109+00:00", "ended_at": "2026-05-19T16:17:16.856819+00:00", "prompt_metrics": {"chars": 23990, "bytes_utf8": 23990, "lines": 718, "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-efc2-7e10-ab53-83d4aea207db\"}\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": "2026-05-19T16:17:28.124599+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": 10263.83, "started_at": "2026-05-19T16:17:17.859409+00:00", "ended_at": "2026-05-19T16:17:28.123295+00:00", "prompt_metrics": {"chars": 23990, "bytes_utf8": 23990, "lines": 718, "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-ff8b-7442-a2f3-739bdc0fc0fc\"}\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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2485f480ae9b6a5f0fe1f5d2e1a316cc2c6ecac6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/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": "2026-05-19T16:24:46.016588+00:00",
+  "ended_at": "2026-05-19T16:24:49.525466+00:00",
+  "elapsed_ms": 3508.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24004,
+    "bytes_utf8": 24004,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..178b3b32434bd858a71ad8089a73eb84a8dc1623
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/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": "2026-05-19T16:24:50.528376+00:00",
+  "ended_at": "2026-05-19T16:24:53.659341+00:00",
+  "elapsed_ms": 3130.91,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24004,
+    "bytes_utf8": 24004,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f569ef1f61ba1ba509ffde6229a1da61ee6eb14a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_43.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_43",
+    "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": -0.04266,
+    "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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f569ef1f61ba1ba509ffde6229a1da61ee6eb14a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_43.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_43",
+    "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": -0.04266,
+    "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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c2690fe5ea9e98f4d6fba74d6efda7eb32ee5d7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-d63d-7ec3-9cf2-99b8a50890c6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca5e5c203a6d9c3ed03a3a2bfeb084322bb4a84d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-d63d-7ec3-9cf2-99b8a50890c6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6b7e355929a708394ee158d51110ddc69698bb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-e7f6-73d3-9f7c-f428e9b5f01e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4138b89be506dbc32569fd511a5c935bc7a0efb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-e7f6-73d3-9f7c-f428e9b5f01e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/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/n14/artifacts/v2q_n14_5aeac083c618393a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5aeac083c618393a/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/n14/artifacts/v2q_n14_5c422f53e57639bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f35d5a4bf5b80a478d4a8f62c5f0dc6787670810
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:41.755687+00:00",
+  "ended_at": "2026-05-19T16:26:49.888257+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5c422f53e57639bb",
+    "problem_id": "v2p_n14_b65d1962a1efe035",
+    "dataset_id": "n14",
+    "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=feature_33, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_33",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.83152,
+      "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=8",
+      "sql_variant_index=1/2",
+      "binding_index=103"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_5c422f53e57639bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..765fc24a067043ab8bf5e4bbd4d56e5c8568d367
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5c422f53e57639bb/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:45.281258+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": 3520.93, "started_at": "2026-05-19T16:26:41.758701+00:00", "ended_at": "2026-05-19T16:26:45.279676+00:00", "prompt_metrics": {"chars": 24050, "bytes_utf8": 24050, "lines": 723, "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\":\"019e410f-9a44-70a1-8165-e622695a845f\"}\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": "2026-05-19T16:26:49.888115+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": 3601.9, "started_at": "2026-05-19T16:26:46.284227+00:00", "ended_at": "2026-05-19T16:26:49.886201+00:00", "prompt_metrics": {"chars": 24050, "bytes_utf8": 24050, "lines": 723, "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\":\"019e410f-ac13-7392-9ca4-4b28df026e8d\"}\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/n14/artifacts/v2q_n14_5cc40dc6c98399fa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a3cf7bff15d31c348b0d1571d266938ec427b25
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:19:08.958263+00:00",
+  "ended_at": "2026-05-19T16:19:18.538134+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5cc40dc6c98399fa",
+    "problem_id": "v2p_n14_9ce0ef2af10e0d6c",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_23.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_23",
+      "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": 0.049972,
+      "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=2/2",
+      "binding_index=73"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_5cc40dc6c98399fa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8bfd414df6af5879a4b7761f481c428575645ff7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5cc40dc6c98399fa/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:19:14.289618+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": 5317.95, "started_at": "2026-05-19T16:19:08.970473+00:00", "ended_at": "2026-05-19T16:19:14.288500+00:00", "prompt_metrics": {"chars": 24379, "bytes_utf8": 24379, "lines": 720, "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-b136-7192-9341-68a76f9aaaeb\"}\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": "2026-05-19T16:19:18.537902+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": 3244.54, "started_at": "2026-05-19T16:19:15.291700+00:00", "ended_at": "2026-05-19T16:19:18.536280+00:00", "prompt_metrics": {"chars": 24379, "bytes_utf8": 24379, "lines": 720, "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-c9de-7cc2-9a1e-7910f0cc6fff\"}\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/n14/artifacts/v2q_n14_5ec618e2e7a8a699/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f42daa8aeba3f6e1735fc7eea27bbe8a9dcfaba6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:15.566078+00:00",
+  "ended_at": "2026-05-19T16:14:23.092830+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5ec618e2e7a8a699",
+    "problem_id": "v2p_n14_e73a9d29ead9db62",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_33.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_33",
+      "item_col": "feature_35",
+      "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": -0.020807,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "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/n14/artifacts/v2q_n14_5ec618e2e7a8a699/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aefec32572555f67ae7d31523d4ceb8f2fb04612
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5ec618e2e7a8a699/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:19.326869+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": 3757.63, "started_at": "2026-05-19T16:14:15.568431+00:00", "ended_at": "2026-05-19T16:14:19.326090+00:00", "prompt_metrics": {"chars": 24233, "bytes_utf8": 24233, "lines": 722, "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\":\"019e4104-370d-7c92-a143-01ff60123b67\"}\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": "2026-05-19T16:14:23.092741+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": 2763.74, "started_at": "2026-05-19T16:14:20.328139+00:00", "ended_at": "2026-05-19T16:14:23.091918+00:00", "prompt_metrics": {"chars": 24233, "bytes_utf8": 24233, "lines": 722, "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\":\"019e4104-4996-7b70-9ead-7b80519908ed\"}\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/n14/artifacts/v2q_n14_5f0851232804c6f2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f73b6f832278f5e26d33722b9d481443f957864
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:01.279191+00:00",
+  "ended_at": "2026-05-19T16:25:08.941151+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5f0851232804c6f2",
+    "problem_id": "v2p_n14_cf4f324fe1258593",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_10",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "top_k": 16,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.17928,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=2/2",
+      "binding_index=96"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 1,
+    "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/n14/artifacts/v2q_n14_5f0851232804c6f2/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8986972108292711c544eb2de055e334c74be967
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f0851232804c6f2/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:04.589987+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": 3306.2, "started_at": "2026-05-19T16:25:01.282553+00:00", "ended_at": "2026-05-19T16:25:04.588800+00:00", "prompt_metrics": {"chars": 24062, "bytes_utf8": 24062, "lines": 723, "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\":\"019e410e-11f8-72e1-898e-805b2587759c\"}\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": "2026-05-19T16:25:08.941044+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": 3347.84, "started_at": "2026-05-19T16:25:05.592056+00:00", "ended_at": "2026-05-19T16:25:08.939956+00:00", "prompt_metrics": {"chars": 24062, "bytes_utf8": 24062, "lines": 723, "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\":\"019e410e-229b-7f12-87ed-83288566ecd4\"}\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/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..798671b19093d71788f2b9cb72b7793f441009e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:17.369900+00:00",
+  "ended_at": "2026-05-19T16:13:24.654267+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_5f2a06e62baf6f9f",
+    "problem_id": "v2p_n14_082e1138f90b68e1",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_29.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_29",
+      "item_col": "feature_30",
+      "top_k": 18,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.058391,
+      "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=5",
+      "sql_variant_index=2/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e134b958588a192e98e57bcbec777dc6a5c2429e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_5f2a06e62baf6f9f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:20.674493+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": 3301.8, "started_at": "2026-05-19T16:13:17.371920+00:00", "ended_at": "2026-05-19T16:13:20.673748+00:00", "prompt_metrics": {"chars": 24233, "bytes_utf8": 24233, "lines": 722, "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\":\"019e4103-53c0-7ec2-8250-219be8706939\"}\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": "2026-05-19T16:13:24.654175+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": 2976.66, "started_at": "2026-05-19T16:13:21.676657+00:00", "ended_at": "2026-05-19T16:13:24.653362+00:00", "prompt_metrics": {"chars": 24233, "bytes_utf8": 24233, "lines": 722, "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\":\"019e4103-6483-70c0-9aa1-3075370095c1\"}\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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf1519261048f3bfbccc94462aa76d01bc92427c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/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": "2026-05-19T16:15:55.010510+00:00",
+  "ended_at": "2026-05-19T16:15:58.526270+00:00",
+  "elapsed_ms": 3515.73,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24140,
+    "bytes_utf8": 24140,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c537f6d75ba3be83574d449d95b1f9c732c151c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/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": "2026-05-19T16:15:59.528256+00:00",
+  "ended_at": "2026-05-19T16:16:02.541779+00:00",
+  "elapsed_ms": 3013.49,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24140,
+    "bytes_utf8": 24140,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7eac7a28e5d4f92bb2c7bd8dd17b36c579a9e5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_10, group_col_2=feature_43.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_10",
+    "group_col_2": "feature_43",
+    "predicate_col": "feature_49",
+    "predicate_op": ">=",
+    "predicate_value": 0.305617,
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.305617,
+    "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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7eac7a28e5d4f92bb2c7bd8dd17b36c579a9e5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_10, group_col_2=feature_43.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_10",
+    "group_col_2": "feature_43",
+    "predicate_col": "feature_49",
+    "predicate_op": ">=",
+    "predicate_value": 0.305617,
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.305617,
+    "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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13d6f064479e26c7c1b35df0f4afbd69086388b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-bb98-7822-b09a-8259e5531051"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8430bb1b1abf59734d06fe783c1260169486aebb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-bb98-7822-b09a-8259e5531051"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..918b37467e924479cb6bd3f2ce8064260acad7c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-cd2d-7933-895d-ff83d52db0fa"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e22985ef3aa1e9ac293f0029ab3dc0531933afba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-cd2d-7933-895d-ff83d52db0fa"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/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/n14/artifacts/v2q_n14_60789848b567c626/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/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/n14/artifacts/v2q_n14_60789848b567c626/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b097472e87e263a72e19e127223fad9c01c7f4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:15:55.008379+00:00",
+  "ended_at": "2026-05-19T16:16:02.542528+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_60789848b567c626",
+    "problem_id": "v2p_n14_302011dd904a3ba3",
+    "dataset_id": "n14",
+    "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=feature_10, group_col_2=feature_43.",
+    "bindings": {
+      "group_col": "feature_10",
+      "group_col_2": "feature_43",
+      "predicate_col": "feature_49",
+      "predicate_op": ">=",
+      "predicate_value": 0.305617,
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.305617,
+      "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=1",
+      "sql_variant_index=1/1",
+      "binding_index=48"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "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/n14/artifacts/v2q_n14_60789848b567c626/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..db517bfb0a547b56ea7bdbc23d1c83ecc21a6c74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_60789848b567c626/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:58.527074+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": 3515.73, "started_at": "2026-05-19T16:15:55.010510+00:00", "ended_at": "2026-05-19T16:15:58.526270+00:00", "prompt_metrics": {"chars": 24140, "bytes_utf8": 24140, "lines": 724, "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-bb98-7822-b09a-8259e5531051\"}\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": "2026-05-19T16:16:02.542451+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": 3013.49, "started_at": "2026-05-19T16:15:59.528256+00:00", "ended_at": "2026-05-19T16:16:02.541779+00:00", "prompt_metrics": {"chars": 24140, "bytes_utf8": 24140, "lines": 724, "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-cd2d-7933-895d-ff83d52db0fa\"}\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/n14/artifacts/v2q_n14_61bb0b8f869926b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..521de70a0b0fa210c7103d4a6f8a24abb63fa8f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:02.302033+00:00",
+  "ended_at": "2026-05-19T16:28:11.310772+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_61bb0b8f869926b4",
+    "problem_id": "v2p_n14_e709d441023ddbc2",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_15.",
+    "bindings": {
+      "measure_col": "feature_15",
+      "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": -0.11138,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=116"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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",
+  "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/n14/artifacts/v2q_n14_61bb0b8f869926b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..670caa38a95a966eb4471580d9bb32da78373072
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_61bb0b8f869926b4/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:06.787222+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": 4480.99, "started_at": "2026-05-19T16:28:02.305182+00:00", "ended_at": "2026-05-19T16:28:06.786216+00:00", "prompt_metrics": {"chars": 23756, "bytes_utf8": 23756, "lines": 718, "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-d4e9-7a80-bd60-8c3fbe0bc68c\"}\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": "2026-05-19T16:28:11.310635+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": 3520.63, "started_at": "2026-05-19T16:28:07.788693+00:00", "ended_at": "2026-05-19T16:28:11.309384+00:00", "prompt_metrics": {"chars": 23756, "bytes_utf8": 23756, "lines": 718, "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-ea74-70e3-a10c-f397ba71d5d9\"}\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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c777ecda4baf663aec46c831b6ddf65522e9c23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/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": "2026-05-19T16:27:47.490211+00:00",
+  "ended_at": "2026-05-19T16:27:50.701296+00:00",
+  "elapsed_ms": 3211.04,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23757,
+    "bytes_utf8": 23757,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dda84781a21ecfc6beaa36e7529ee3bd2213c86
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/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": "2026-05-19T16:27:51.705203+00:00",
+  "ended_at": "2026-05-19T16:27:54.849470+00:00",
+  "elapsed_ms": 3144.2,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23757,
+    "bytes_utf8": 23757,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a42ff1c110ded50082eabaeb3c192ac125ee7b10
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_13.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "feature_13",
+    "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": -0.003804,
+    "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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a42ff1c110ded50082eabaeb3c192ac125ee7b10
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
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+}
+
+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": "n14",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_13.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "feature_13",
+    "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": -0.003804,
+    "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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..72c3fcb6cd1a9e88d1a98c3e061d2ba42ba98956
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-9b06-7772-aa8f-1691cb89dc05"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..723949a876df6afe5f6a7f7ba3d65ca57607422c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-9b06-7772-aa8f-1691cb89dc05"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4501f04cc5c32704cbd6119e90e11692c5d18687
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-ab8b-7da3-9c84-bbe57a0ec7fd"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..707d6d6fe0b53447e13a279cc77c13767fe5bbaf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-ab8b-7da3-9c84-bbe57a0ec7fd"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..904a8c1ec8d493c154c476ca3ad4832cedc16fd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:27:47.486673+00:00",
+  "ended_at": "2026-05-19T16:27:54.850618+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_63afc750aeaf4ee1",
+    "problem_id": "v2p_n14_87a76a91781add0b",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_13.",
+    "bindings": {
+      "measure_col": "feature_13",
+      "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": -0.003804,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1",
+      "binding_index=114"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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/n14/artifacts/v2q_n14_63afc750aeaf4ee1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..daf2ccec8c63c8ad3237777c5a695b5b00d5525f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_63afc750aeaf4ee1/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:50.702301+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": 3211.04, "started_at": "2026-05-19T16:27:47.490211+00:00", "ended_at": "2026-05-19T16:27:50.701296+00:00", "prompt_metrics": {"chars": 23757, "bytes_utf8": 23757, "lines": 718, "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\":\"019e4110-9b06-7772-aa8f-1691cb89dc05\"}\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": "2026-05-19T16:27:54.850512+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": 3144.2, "started_at": "2026-05-19T16:27:51.705203+00:00", "ended_at": "2026-05-19T16:27:54.849470+00:00", "prompt_metrics": {"chars": 23757, "bytes_utf8": 23757, "lines": 718, "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-ab8b-7da3-9c84-bbe57a0ec7fd\"}\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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb05f86022b584f5277e73a7dff20908675efee4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/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": "2026-05-19T16:19:18.542434+00:00",
+  "ended_at": "2026-05-19T16:19:21.883938+00:00",
+  "elapsed_ms": 3341.47,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..56a323dfac6e4c74c93c26c60b8e97b33dd79332
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/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": "2026-05-19T16:19:22.886542+00:00",
+  "ended_at": "2026-05-19T16:19:27.844404+00:00",
+  "elapsed_ms": 4957.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8079156bceb10cf32b32ff7ca59639692cd6981d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
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+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "notnull": false,
+      "pk": false
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+      "notnull": false,
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+      "type": "TEXT",
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
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+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
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+      "feature_2": "-0.9033",
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+      "feature_13": "-0.15007",
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+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
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+      "feature_2": "0.83152",
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+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
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+      "feature_19": "0.4817",
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+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_34, measure_col=feature_24.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_24",
+    "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": 0.003369,
+    "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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8079156bceb10cf32b32ff7ca59639692cd6981d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_34, measure_col=feature_24.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_24",
+    "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": 0.003369,
+    "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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8a5168168b0845a2b60d04e0b53f78311ea6d6a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-d6a6-7b53-ab79-dc7dab7959db"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58385f5d45a2734bda7e80f09c9549e4996999bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-d6a6-7b53-ab79-dc7dab7959db"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..86e0f91baa0a9f21c2abd59202e70740f6b6df16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-e790-7631-aa88-624b0d437449"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1859a33acac7ed0c1d58f2172951dd0db6297c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-e790-7631-aa88-624b0d437449"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/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/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_66eed70b8a0a6fb3/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/n14/artifacts/v2q_n14_67831598e0936376/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4deb2110a0a5300584ba02d877f6b13bf8ebee55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:20:29.207094+00:00",
+  "ended_at": "2026-05-19T16:20:36.721102+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_67831598e0936376",
+    "problem_id": "v2p_n14_9cb062fe04914d5e",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_28.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_28",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.088506,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=78"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_67831598e0936376/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..884098207b46d2d38b05aae19b99c2290df60303
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_67831598e0936376/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:20:32.311589+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": 3101.0, "started_at": "2026-05-19T16:20:29.209157+00:00", "ended_at": "2026-05-19T16:20:32.310186+00:00", "prompt_metrics": {"chars": 24378, "bytes_utf8": 24378, "lines": 720, "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-ea9e-7862-9b7a-f4fd3f79c493\"}\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": "2026-05-19T16:20:36.721003+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": 3406.33, "started_at": "2026-05-19T16:20:33.313813+00:00", "ended_at": "2026-05-19T16:20:36.720194+00:00", "prompt_metrics": {"chars": 24378, "bytes_utf8": 24378, "lines": 720, "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-faad-70f2-b9d5-0a6fb50f6295\"}\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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1dfb1ab4125a56d8349bed76b88aa4aeffd4c2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/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": "2026-05-19T16:11:40.430902+00:00",
+  "ended_at": "2026-05-19T16:11:43.104493+00:00",
+  "elapsed_ms": 2673.56,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23729,
+    "bytes_utf8": 23729,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6b3723bb888f651af68498290451e36b7496aa83
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/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": "2026-05-19T16:11:44.107456+00:00",
+  "ended_at": "2026-05-19T16:11:47.454316+00:00",
+  "elapsed_ms": 3346.81,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23729,
+    "bytes_utf8": 23729,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba1894058c2461816aebe30e893c0c2a60ebe1bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_43.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "feature_43",
+    "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": -0.13981,
+    "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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba1894058c2461816aebe30e893c0c2a60ebe1bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_43.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "feature_43",
+    "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": -0.13981,
+    "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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d4b32a071a61d361653e62ee57e02abae9c1eca3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-d908-7012-b371-b7929d1fe6fa"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2aff9303bd8c2a82d321f552dc6d7a9ec60b7b10
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-d908-7012-b371-b7929d1fe6fa"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c957e9399d7f94845995f29add3684f8a7288b2b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-e76a-7ff1-9d9f-4080145217cf"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..166f7c7a3e6cd01f22a19ef781f2b1998cceae73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4101-e76a-7ff1-9d9f-4080145217cf"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/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/n14/artifacts/v2q_n14_685d3a5d23d08f70/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_685d3a5d23d08f70/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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ffad6ab62f803a602d0045a027aac7edeb97c7d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/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": "2026-05-19T16:12:41.401106+00:00",
+  "ended_at": "2026-05-19T16:12:44.560046+00:00",
+  "elapsed_ms": 3158.85,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24234,
+    "bytes_utf8": 24234,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..54555f1305a26b49d3861d12a7cd0517d7310e71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/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": "2026-05-19T16:12:45.562213+00:00",
+  "ended_at": "2026-05-19T16:12:48.432622+00:00",
+  "elapsed_ms": 2870.38,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24234,
+    "bytes_utf8": 24234,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11d9206a77364d032debde138aa833f6cc645932
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, measure_col=feature_27.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_27",
+    "item_col": "feature_28",
+    "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": 0.24529,
+    "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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11d9206a77364d032debde138aa833f6cc645932
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_34, measure_col=feature_27.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_27",
+    "item_col": "feature_28",
+    "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": 0.24529,
+    "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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4110982a160216079ed4c69479b72393771d8239
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-c75c-7901-8578-f060d514fa09"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9528b260a9b1d4c6b8e7f4cc9a7ccb679ab18cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-c75c-7901-8578-f060d514fa09"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de116d4df4801ab7ca6075b87b8936f720f04514
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-d78d-7f61-982e-340ac836ffe3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8dbf54d549c456c9af568d0348cc1883451c4609
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-d78d-7f61-982e-340ac836ffe3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/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/n14/artifacts/v2q_n14_68a03857732060fa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_68a03857732060fa/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/n14/artifacts/v2q_n14_690cd770b9beecc6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b26dbdcfe7f73f0a1822e21cf5bca4090b236fed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:55.788105+00:00",
+  "ended_at": "2026-05-19T16:12:04.141316+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_690cd770b9beecc6",
+    "problem_id": "v2p_n14_a99bac25b06ab17c",
+    "dataset_id": "n14",
+    "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=feature_10.",
+    "bindings": {
+      "group_col": "feature_10",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.41921,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "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=7",
+      "sql_variant_index=1/1",
+      "binding_index=18"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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/n14/artifacts/v2q_n14_690cd770b9beecc6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6b0927689656c55a54db5d7e87de3eaa2645fad5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_690cd770b9beecc6/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:00.179288+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": 4388.32, "started_at": "2026-05-19T16:11:55.790166+00:00", "ended_at": "2026-05-19T16:12:00.178509+00:00", "prompt_metrics": {"chars": 23728, "bytes_utf8": 23728, "lines": 718, "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\":\"019e4102-150e-7760-86bd-b4db8211b338\"}\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": "2026-05-19T16:12:04.141227+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": 2958.97, "started_at": "2026-05-19T16:12:01.181444+00:00", "ended_at": "2026-05-19T16:12:04.140457+00:00", "prompt_metrics": {"chars": 23728, "bytes_utf8": 23728, "lines": 718, "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\":\"019e4102-2a27-7003-bd78-733582e2e1c4\"}\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/n14/artifacts/v2q_n14_6912d6c2712e853d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..30ede2f2f97ea1d8c376c7f9b7a73f6324aee349
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:22:09.455314+00:00",
+  "ended_at": "2026-05-19T16:22:17.646371+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_6912d6c2712e853d",
+    "problem_id": "v2p_n14_e989c939a71e586c",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_35.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_35",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.020493,
+      "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/n14/artifacts/v2q_n14_6912d6c2712e853d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3d3eb9165546459480080f83957b96c9bef119d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6912d6c2712e853d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:22:12.940762+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": 3480.72, "started_at": "2026-05-19T16:22:09.458215+00:00", "ended_at": "2026-05-19T16:22:12.939063+00:00", "prompt_metrics": {"chars": 24001, "bytes_utf8": 24001, "lines": 720, "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-724e-75f2-abec-313c14cabb16\"}\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": "2026-05-19T16:22:17.646263+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": 3701.74, "started_at": "2026-05-19T16:22:13.943381+00:00", "ended_at": "2026-05-19T16:22:17.645186+00:00", "prompt_metrics": {"chars": 24001, "bytes_utf8": 24001, "lines": 720, "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-8428-7012-a14c-98d63e85b4f0\"}\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/n14/artifacts/v2q_n14_695f10f4856e31da/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..067642411e27f2835f59ac8065cebaee1e05c054
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:17:47.877767+00:00",
+  "ended_at": "2026-05-19T16:17:55.381471+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_695f10f4856e31da",
+    "problem_id": "v2p_n14_dce0d0702ef5d149",
+    "dataset_id": "n14",
+    "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=feature_13.",
+    "bindings": {
+      "measure_col": "feature_13",
+      "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": -0.003804,
+      "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=4",
+      "sql_variant_index=1/1",
+      "binding_index=63"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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/n14/artifacts/v2q_n14_695f10f4856e31da/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c29f61b95c03407db9bbcb5ccb546fe8ba76128
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_695f10f4856e31da/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:51.321972+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": 3439.19, "started_at": "2026-05-19T16:17:47.881629+00:00", "ended_at": "2026-05-19T16:17:51.320871+00:00", "prompt_metrics": {"chars": 23990, "bytes_utf8": 23990, "lines": 718, "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\":\"019e4107-74df-7a03-a65c-3eb918389c9a\"}\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": "2026-05-19T16:17:55.381366+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": 3056.76, "started_at": "2026-05-19T16:17:52.323535+00:00", "ended_at": "2026-05-19T16:17:55.380344+00:00", "prompt_metrics": {"chars": 23990, "bytes_utf8": 23990, "lines": 718, "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\":\"019e4107-863b-70b2-8c2a-6b66976d34de\"}\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/n14/artifacts/v2q_n14_6a31524fe529d4f3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c0e212e21d9a12a3a6f271bf6a63cf8d36cf09d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:03.697276+00:00",
+  "ended_at": "2026-05-19T16:26:11.600709+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_6a31524fe529d4f3",
+    "problem_id": "v2p_n14_038780ce737f5537",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_43",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "top_k": 15,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": 0.089589,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=100"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_6a31524fe529d4f3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e3bcaa85a6fab36b131539059216bb4192f51f64
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6a31524fe529d4f3/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:07.137812+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": 3436.6, "started_at": "2026-05-19T16:26:03.700053+00:00", "ended_at": "2026-05-19T16:26:07.136696+00:00", "prompt_metrics": {"chars": 24062, "bytes_utf8": 24062, "lines": 723, "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\":\"019e410f-05f4-7243-8c37-edd75dbb9f90\"}\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": "2026-05-19T16:26:11.600560+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": 3459.76, "started_at": "2026-05-19T16:26:08.139461+00:00", "ended_at": "2026-05-19T16:26:11.599272+00:00", "prompt_metrics": {"chars": 24062, "bytes_utf8": 24062, "lines": 723, "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\":\"019e410f-16f5-7382-848c-768a2e78b23b\"}\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/n14/artifacts/v2q_n14_6ba8701eb29f7173/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..09e47099a607924426970059927a97261f506527
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:24:22.037302+00:00",
+  "ended_at": "2026-05-19T16:24:30.662640+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_6ba8701eb29f7173",
+    "problem_id": "v2p_n14_b3840bc36de14ed2",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_42.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_42",
+      "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": -0.16374,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=92"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_6ba8701eb29f7173/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d975aefc2d9ce6a1a4693f613b0c4b87651bce92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ba8701eb29f7173/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:24:25.946051+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": 3904.38, "started_at": "2026-05-19T16:24:22.040383+00:00", "ended_at": "2026-05-19T16:24:25.944812+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-7873-7612-b739-084649660141\"}\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": "2026-05-19T16:24:30.662525+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": 3713.43, "started_at": "2026-05-19T16:24:26.947858+00:00", "ended_at": "2026-05-19T16:24:30.661361+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-8bf6-7bc1-bdc6-fd168669ae0a\"}\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/n14/artifacts/v2q_n14_6ea4c71e66300ff8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3521f6a7c140350233f4f39d5bc51945b4373ad2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:18:41.119178+00:00",
+  "ended_at": "2026-05-19T16:18:50.481761+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_6ea4c71e66300ff8",
+    "problem_id": "v2p_n14_90050b6be21dc730",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_22.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_22",
+      "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": 0.020912,
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=72"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_6ea4c71e66300ff8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb12d928730e0c6befa81d11474b7703bb8c1708
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_6ea4c71e66300ff8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:46.639550+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": 5517.21, "started_at": "2026-05-19T16:18:41.121414+00:00", "ended_at": "2026-05-19T16:18:46.638648+00:00", "prompt_metrics": {"chars": 24377, "bytes_utf8": 24377, "lines": 720, "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\":\"019e4108-44ba-75a3-8c42-6344a299739b\"}\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": "2026-05-19T16:18:50.481670+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": 2838.77, "started_at": "2026-05-19T16:18:47.642076+00:00", "ended_at": "2026-05-19T16:18:50.480895+00:00", "prompt_metrics": {"chars": 24377, "bytes_utf8": 24377, "lines": 720, "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\":\"019e4108-5df2-7121-8c3b-fd9bb57fc0c3\"}\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/n14/artifacts/v2q_n14_7118d19153281bf1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3877ea0fa8ee62ebf09344a4fac24b5fcbd2aa8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.16374", "support": 1731, "support_share": 0.8655, "cumulative_support": 1731}, {"value_label": "0.17804", "support": 116, "support_share": 0.058, "cumulative_support": 1847}, {"value_label": "0.51981", "support": 42, "support_share": 0.021, "cumulative_support": 1889}, {"value_label": "1.5451", "support": 40, "support_share": 0.02, "cumulative_support": 1929}, {"value_label": "1.8869", "support": 14, "support_share": 0.007, "cumulative_support": 1943}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..89e2643f43e3d1a3c639cb972aebbcdfd0ade893
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/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: n14
+-- 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_n14_7118d19153281bf1
+-- problem_id: v2p_n14_434d9fe0a7cdbfc7
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_42" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_42"
+), 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/n14/artifacts/v2q_n14_7118d19153281bf1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..74a2cf4096b25b9d4f240b713f9debd7d170aa23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/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: n14\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_n14_7118d19153281bf1\n-- problem_id: v2p_n14_434d9fe0a7cdbfc7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_42\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_42\"\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: n14\\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_n14_7118d19153281bf1\\n-- problem_id: v2p_n14_434d9fe0a7cdbfc7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_42\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_42\\\"\\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\": \"-0.16374\", \"support\": 1731, \"support_share\": 0.8655, \"cumulative_support\": 1731}, {\"value_label\": \"0.17804\", \"support\": 116, \"support_share\": 0.058, \"cumulative_support\": 1847}, {\"value_label\": \"0.51981\", \"support\": 42, \"support_share\": 0.021, \"cumulative_support\": 1889}, {\"value_label\": \"1.5451\", \"support\": 40, \"support_share\": 0.02, \"cumulative_support\": 1929}, {\"value_label\": \"1.8869\", \"support\": 14, \"support_share\": 0.007, \"cumulative_support\": 1943}, {\"value_label\": \"1.2034\", \"support\": 11, \"support_share\": 0.0055, \"cumulative_support\": 1954}, {\"value_label\": \"0.007151\", \"support\": 9, \"support_share\": 0.0045, \"cumulative_support\": 1963}, {\"value_label\": \"3.254\", \"support\": 6, \"support_share\": 0.003, \"cumulative_support\": 1969}, {\"value_label\": \"0.34893\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1973}, {\"value_label\": \"0.86159\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1977}, {\"value_label\": \"0.6907\", \"support\": 3, \"support_share\": 0.0015, \"cumulative_support\": 1980}, {\"value_label\": \"2.3996\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1982}, {\"value_label\": \"2.9122\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1984}, {\"value_label\": \"30.596\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1986}, {\"value_label\": \"5.9882\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1988}, {\"value_label\": \"1.716\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1989}, {\"value_label\": \"2.0578\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1990}, {\"value_label\": \"2.2287\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1991}, {\"value_label\": \"2.5705\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1992}, {\"value_label\": \"23.419\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1993}, {\"value_label\": \"24.102\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1994}, {\"value_label\": \"28.545\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1995}, {\"value_label\": \"3.4249\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1996}, {\"value_label\": \"3.5958\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1997}, {\"value_label\": \"3.9376\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1998}, {\"value_label\": \"5.4756\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1999}, {\"value_label\": \"6.5009\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 2000}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.78}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..38611e7597f0a3017446ce131c37ae9b2ac92991
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.477435+00:00",
+  "ended_at": "2026-05-19T16:32:48.481880+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_7118d19153281bf1",
+    "problem_id": "v2p_n14_434d9fe0a7cdbfc7",
+    "dataset_id": "n14",
+    "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=feature_42.",
+    "bindings": {
+      "group_col": "feature_42"
+    },
+    "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=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/n14/sql/v2q_n14_7118d19153281bf1.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/n14/artifacts/v2q_n14_7118d19153281bf1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7118d19153281bf1/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/n14/artifacts/v2q_n14_71878e2da37b6d98/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..723489e24559d5f32c90b26d6b1775cdd2c2b18f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.64141", "support": 399, "support_share": 0.1995, "support_rank": 1}, {"value_label": "-0.36924", "support": 364, "support_share": 0.182, "support_rank": 2}, {"value_label": "2.3525", "support": 279, "support_share": 0.1395, "support_rank": 3}, {"value_label": "-0.50533", "support": 235, "support_share": 0.1175, "support_rank": 4}, {"value_label": "-0.23316", "support": 195, "support_share": 0.0975, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..47cef37ac69c607d896506940f5f1ebd138afe92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/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: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_n14_71878e2da37b6d98
+-- problem_id: v2p_n14_e97bd984f9f00b2c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_10" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_10"
+)
+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/n14/artifacts/v2q_n14_71878e2da37b6d98/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e3a98f7a1e1cb4fad328d5bbe43b9fb877e572fa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n14_71878e2da37b6d98\n-- problem_id: v2p_n14_e97bd984f9f00b2c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_10\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_10\"\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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n14_71878e2da37b6d98\\n-- problem_id: v2p_n14_e97bd984f9f00b2c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_10\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_10\\\"\\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\": \"-0.64141\", \"support\": 399, \"support_share\": 0.1995, \"support_rank\": 1}, {\"value_label\": \"-0.36924\", \"support\": 364, \"support_share\": 0.182, \"support_rank\": 2}, {\"value_label\": \"2.3525\", \"support\": 279, \"support_share\": 0.1395, \"support_rank\": 3}, {\"value_label\": \"-0.50533\", \"support\": 235, \"support_share\": 0.1175, \"support_rank\": 4}, {\"value_label\": \"-0.23316\", \"support\": 195, \"support_share\": 0.0975, \"support_rank\": 5}, {\"value_label\": \"-0.7775\", \"support\": 164, \"support_share\": 0.082, \"support_rank\": 6}, {\"value_label\": \"-0.09707\", \"support\": 128, \"support_share\": 0.064, \"support_rank\": 7}, {\"value_label\": \"0.039015\", \"support\": 81, \"support_share\": 0.0405, \"support_rank\": 8}, {\"value_label\": \"0.1751\", \"support\": 53, \"support_share\": 0.0265, \"support_rank\": 9}, {\"value_label\": \"0.58336\", \"support\": 28, \"support_share\": 0.014, \"support_rank\": 10}, {\"value_label\": \"0.31119\", \"support\": 23, \"support_share\": 0.0115, \"support_rank\": 11}, {\"value_label\": \"0.44727\", \"support\": 15, \"support_share\": 0.0075, \"support_rank\": 12}, {\"value_label\": \"0.99161\", \"support\": 15, \"support_share\": 0.0075, \"support_rank\": 13}, {\"value_label\": \"0.71944\", \"support\": 5, \"support_share\": 0.0025, \"support_rank\": 14}, {\"value_label\": \"-0.91358\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 15}, {\"value_label\": \"0.85553\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 16}, {\"value_label\": \"1.9442\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 17}, {\"value_label\": \"2.8968\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 18}, {\"value_label\": \"1.2638\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 19}, {\"value_label\": \"10.654\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 20}, {\"value_label\": \"2.7607\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 21}, {\"value_label\": \"4.3937\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 22}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.02}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f289ed6cf972b595ca5ac251016444dabe4134bc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.492462+00:00",
+  "ended_at": "2026-05-19T16:32:48.495796+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_71878e2da37b6d98",
+    "problem_id": "v2p_n14_e97bd984f9f00b2c",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+    "bindings": {
+      "group_col": "feature_10"
+    },
+    "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=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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/n14/sql/v2q_n14_71878e2da37b6d98.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/n14/artifacts/v2q_n14_71878e2da37b6d98/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_71878e2da37b6d98/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/n14/artifacts/v2q_n14_720287f7849f23fc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8eec48c63825a0abb7d87556f9a38ea23de353c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:24.363891+00:00",
+  "ended_at": "2026-05-19T16:32:32.933722+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_720287f7849f23fc",
+    "problem_id": "v2p_n14_0afa85e255ddce40",
+    "dataset_id": "n14",
+    "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": "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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_38.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_38",
+      "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": -0.03736,
+      "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=2/2",
+      "binding_index=139"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_720287f7849f23fc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3be8b3f3fa53f56ea9242d6b3f2b648d8b707765
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_720287f7849f23fc/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:27.853777+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": 3486.02, "started_at": "2026-05-19T16:32:24.366697+00:00", "ended_at": "2026-05-19T16:32:27.852756+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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\":\"019e4114-d4bd-7940-937c-7249faa22b7c\"}\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": "2026-05-19T16:32:32.933582+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": 4076.93, "started_at": "2026-05-19T16:32:28.855290+00:00", "ended_at": "2026-05-19T16:32:32.932270+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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\":\"019e4114-e620-7070-8d2f-33fe2e917650\"}\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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..07e94f1f33a147c15df360da0f1dea5c1c11378e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/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": "2026-05-19T16:24:04.656201+00:00",
+  "ended_at": "2026-05-19T16:24:08.209471+00:00",
+  "elapsed_ms": 3553.22,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24001,
+    "bytes_utf8": 24001,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8491f4c0d059531a85c849ece0c2ae9c1d79570a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/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": "2026-05-19T16:24:09.213190+00:00",
+  "ended_at": "2026-05-19T16:24:12.929841+00:00",
+  "elapsed_ms": 3716.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24001,
+    "bytes_utf8": 24001,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d18ed80bc9b3e77f7af29ef9436a3d6cff8a02f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_41.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_41",
+    "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": -0.079397,
+    "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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d18ed80bc9b3e77f7af29ef9436a3d6cff8a02f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_33, measure_col=feature_41.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_41",
+    "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": -0.079397,
+    "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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d32faa689c3f3093455106ccb828cadef422aeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-34bd-7f60-b6d6-a0a111662d45"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..102a9178fa4557958959052f10b0d4f584aca620
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-34bd-7f60-b6d6-a0a111662d45"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4c4e6c0aaa93c6238cad97e2b7dd5bcc03c31b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-4678-7053-81af-528fb4dd91f3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05e389579a2fdce07d61dc5c172443bb64dd9942
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-4678-7053-81af-528fb4dd91f3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/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/n14/artifacts/v2q_n14_72d129659752104c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72d129659752104c/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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..319067309c0e844b1e922c0e9f61977cdf7d12f1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/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": "2026-05-19T16:18:58.038351+00:00",
+  "ended_at": "2026-05-19T16:19:04.889259+00:00",
+  "elapsed_ms": 6850.88,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..79aead03c7e72cde5e60e7393f3bbbfd2503fef9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/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": "2026-05-19T16:19:05.892907+00:00",
+  "ended_at": "2026-05-19T16:19:08.951286+00:00",
+  "elapsed_ms": 3058.33,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0658e512a3c8ffb59e6183107b73e0de0c85a2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_23.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_23",
+    "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": 0.21802,
+    "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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0658e512a3c8ffb59e6183107b73e0de0c85a2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_33, measure_col=feature_23.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_23",
+    "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": 0.21802,
+    "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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a823bea1a0ab82beb0f6229e7483cd1d876bdb82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-8664-7300-a912-c62df336f8f0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa54c252a01579b6c236b74a911586fb9f5aa451
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-8664-7300-a912-c62df336f8f0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a059f4d3378dc080ab53fa95ad019ca8d39f3696
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-a52e-7f51-88bd-621eda00235a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1f76ed474d49534c2fdf89e606ad5ce24c44f3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4108-a52e-7f51-88bd-621eda00235a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/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/n14/artifacts/v2q_n14_72f3650e89a36c05/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_72f3650e89a36c05/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/n14/artifacts/v2q_n14_73c68073097bfc86/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..01228204cff1ec6bca69e86c1317d1a525d18549
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:23:57.377285+00:00",
+  "ended_at": "2026-05-19T16:24:04.652839+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_73c68073097bfc86",
+    "problem_id": "v2p_n14_05d39e461fee733f",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_40.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_40",
+      "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": -0.26431,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;",
+    "notes": [
+      "default_facets=rare_target_concentration",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=90"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8a51377fe45692b7c53afb3a605016a27a5ae60f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_73c68073097bfc86/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:24:00.576311+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": 3194.99, "started_at": "2026-05-19T16:23:57.380114+00:00", "ended_at": "2026-05-19T16:24:00.575151+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-182d-7d00-bdd8-2c218b6a3d0b\"}\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": "2026-05-19T16:24:04.652703+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": 3072.91, "started_at": "2026-05-19T16:24:01.578169+00:00", "ended_at": "2026-05-19T16:24:04.651128+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-2897-79c0-8c2b-eaf35ccfb6b8\"}\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/n14/artifacts/v2q_n14_753ad9fffb59620b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b76ee97e1f7214e31aca47ef8132338cbd461f3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:38.816364+00:00",
+  "ended_at": "2026-05-19T16:10:46.182451+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_753ad9fffb59620b",
+    "problem_id": "v2p_n14_21d56145f47bdd68",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_8.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_8",
+      "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": 0.39943,
+      "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/n14/artifacts/v2q_n14_753ad9fffb59620b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c567b6dfa0f7edab02cb8e1ad02b1ceade9455e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_753ad9fffb59620b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:42.053881+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": 3234.25, "started_at": "2026-05-19T16:10:38.818870+00:00", "ended_at": "2026-05-19T16:10:42.053149+00:00", "prompt_metrics": {"chars": 23819, "bytes_utf8": 23819, "lines": 720, "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-e85b-7a42-9ff1-862631fda056\"}\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": "2026-05-19T16:10:46.182361+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": 3125.76, "started_at": "2026-05-19T16:10:43.055737+00:00", "ended_at": "2026-05-19T16:10:46.181532+00:00", "prompt_metrics": {"chars": 23819, "bytes_utf8": 23819, "lines": 720, "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-f8f3-75f0-86b6-32f9699fdbd8\"}\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/n14/artifacts/v2q_n14_756326a73e657e48/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a709ee706965124c3083440a3e63a80a02dabc9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "6", "support": 835, "support_share": 0.4175, "support_rank": 1}, {"value_label": "1", "support": 356, "support_share": 0.178, "support_rank": 2}, {"value_label": "3", "support": 244, "support_share": 0.122, "support_rank": 3}, {"value_label": "5", "support": 204, "support_share": 0.102, "support_rank": 4}, {"value_label": "4", "support": 202, "support_share": 0.101, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2d79972ea9f805a06cf1565e3ae0794a716fcfd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/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: n14
+-- 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_n14_756326a73e657e48
+-- problem_id: v2p_n14_6b0f2bc809e1f4c8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "target" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "target"
+)
+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/n14/artifacts/v2q_n14_756326a73e657e48/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a5e7ea3ed3be88e82d84a8bc724fa2dca60c8500
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/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: n14\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_n14_756326a73e657e48\n-- problem_id: v2p_n14_6b0f2bc809e1f4c8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"target\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"target\"\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: n14\\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_n14_756326a73e657e48\\n-- problem_id: v2p_n14_6b0f2bc809e1f4c8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"target\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"target\\\"\\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\": \"6\", \"support\": 835, \"support_share\": 0.4175, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 356, \"support_share\": 0.178, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 244, \"support_share\": 0.122, \"support_rank\": 3}, {\"value_label\": \"5\", \"support\": 204, \"support_share\": 0.102, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 202, \"support_share\": 0.101, \"support_rank\": 5}, {\"value_label\": \"2\", \"support\": 159, \"support_share\": 0.0795, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.5}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8ed2564ce66b4ee22c00bf25d2525225e8d85da7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.510680+00:00",
+  "ended_at": "2026-05-19T16:32:48.513011+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_756326a73e657e48",
+    "problem_id": "v2p_n14_6b0f2bc809e1f4c8",
+    "dataset_id": "n14",
+    "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=target.",
+    "bindings": {
+      "group_col": "target"
+    },
+    "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=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/n14/sql/v2q_n14_756326a73e657e48.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/n14/artifacts/v2q_n14_756326a73e657e48/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_756326a73e657e48/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/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ce4f5c8160620282060c73114c82e2b14a7e472b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:12.604652+00:00",
+  "ended_at": "2026-05-19T16:12:19.956050+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_76f5b4bc9d1fc574",
+    "problem_id": "v2p_n14_22bf942864c3ba89",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_25.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_25",
+      "item_col": "feature_26",
+      "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": 0.16607,
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=24"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e6ef3166f610c8b6fe37b740cb79fbdada851bc2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_76f5b4bc9d1fc574/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:15.901319+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": 3292.43, "started_at": "2026-05-19T16:12:12.607836+00:00", "ended_at": "2026-05-19T16:12:15.900300+00:00", "prompt_metrics": {"chars": 24234, "bytes_utf8": 24234, "lines": 722, "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\":\"019e4102-56b6-7651-9a0c-12c8e12db4ba\"}\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": "2026-05-19T16:12:19.955925+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": 3051.21, "started_at": "2026-05-19T16:12:16.903926+00:00", "ended_at": "2026-05-19T16:12:19.955181+00:00", "prompt_metrics": {"chars": 24234, "bytes_utf8": 24234, "lines": 722, "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\":\"019e4102-677a-75d2-afcd-a21dc351fe6f\"}\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/n14/artifacts/v2q_n14_77afa7c9127749be/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7998ea68998d60504aafbd5363fb2bd7c88e468f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:18:23.288974+00:00",
+  "ended_at": "2026-05-19T16:18:30.469951+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_77afa7c9127749be",
+    "problem_id": "v2p_n14_90b86fd06551dee3",
+    "dataset_id": "n14",
+    "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=feature_17.",
+    "bindings": {
+      "measure_col": "feature_17",
+      "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": -0.13981,
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=67"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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/n14/artifacts/v2q_n14_77afa7c9127749be/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ff77a00fe767365f3c64172a1a1231b47946a5b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_77afa7c9127749be/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:26.097787+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": 2805.91, "started_at": "2026-05-19T16:18:23.291046+00:00", "ended_at": "2026-05-19T16:18:26.096984+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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-fede-7d50-947e-547e8b3bc81c\"}\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": "2026-05-19T16:18:30.469866+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": 3369.06, "started_at": "2026-05-19T16:18:27.100039+00:00", "ended_at": "2026-05-19T16:18:30.469144+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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\":\"019e4108-0da0-7af0-b29e-0db1aacf7517\"}\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/n14/artifacts/v2q_n14_7a3c13a196af4db7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a04d7746712b47875db4dbe591b28ca4fc3c3e94
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:11.311431+00:00",
+  "ended_at": "2026-05-19T16:28:18.905299+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_7a3c13a196af4db7",
+    "problem_id": "v2p_n14_e1e9216049993e0b",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "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_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_10.",
+    "bindings": {
+      "group_col": "feature_10",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.41921,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/2",
+      "binding_index=120"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_7a3c13a196af4db7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a6b0df5cfcdca7cea51353b8696c1b0045ca37de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7a3c13a196af4db7/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:14.417390+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": 3101.0, "started_at": "2026-05-19T16:28:11.315319+00:00", "ended_at": "2026-05-19T16:28:14.416364+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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-f82f-7013-94b8-b5b9c7780d72\"}\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": "2026-05-19T16:28:18.905169+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": 3484.12, "started_at": "2026-05-19T16:28:15.419777+00:00", "ended_at": "2026-05-19T16:28:18.903959+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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\":\"019e4111-083a-7bb0-a7b7-dded8fe8ab4e\"}\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/n14/artifacts/v2q_n14_7bce9797d6cd2986/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..85783d2759ee8f11c387da582a8be74b0e94fac5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:40.309155+00:00",
+  "ended_at": "2026-05-19T16:32:48.461335+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_7bce9797d6cd2986",
+    "problem_id": "v2p_n14_90a1b643e3354c1d",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_39.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_39",
+      "top_k": 15,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.13553,
+      "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=9",
+      "sql_variant_index=2/2",
+      "binding_index=140"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_7bce9797d6cd2986/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8713463c5962a50e218b74a9dd4806ea729f5508
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7bce9797d6cd2986/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:44.023280+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": 3710.18, "started_at": "2026-05-19T16:32:40.311957+00:00", "ended_at": "2026-05-19T16:32:44.022181+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4115-1305-7493-bfed-a125093a24e9\"}\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": "2026-05-19T16:32:48.461093+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": 3434.58, "started_at": "2026-05-19T16:32:45.024957+00:00", "ended_at": "2026-05-19T16:32:48.459588+00:00", "prompt_metrics": {"chars": 23908, "bytes_utf8": 23908, "lines": 720, "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\":\"019e4115-2573-7310-ab83-77299a947faf\"}\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/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..45b7afbb0e61aad2d481b16efe1cbfdf8a0b4b88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:30:57.207222+00:00",
+  "ended_at": "2026-05-19T16:31:05.155644+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_7c13ba340ca5a7f1",
+    "problem_id": "v2p_n14_f967810d7ff8be81",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_33.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_33",
+      "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": 0.050869,
+      "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/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b3d48efb7c00fedea3f753bfd875eb024f15ccb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7c13ba340ca5a7f1/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:00.550145+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": 3338.39, "started_at": "2026-05-19T16:30:57.210477+00:00", "ended_at": "2026-05-19T16:31:00.548915+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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\":\"019e4113-803f-70f3-bf5c-6435f800d1be\"}\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": "2026-05-19T16:31:05.155529+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": 3601.47, "started_at": "2026-05-19T16:31:01.552853+00:00", "ended_at": "2026-05-19T16:31:05.154397+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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\":\"019e4113-9120-7cc1-a43d-60a28568b2f9\"}\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/n14/artifacts/v2q_n14_7ced717451337ea9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbc4e56eeee27fd8d846073c9771b3cd2a87be56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:46.284815+00:00",
+  "ended_at": "2026-05-19T16:13:53.576341+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_7ced717451337ea9",
+    "problem_id": "v2p_n14_9154d0e793e5dbdc",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_31.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_31",
+      "item_col": "feature_32",
+      "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": -0.23127,
+      "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=7",
+      "sql_variant_index=2/2",
+      "binding_index=30"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_7ced717451337ea9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0fc0900f46054d0fa22b86642272c802bd1805e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_7ced717451337ea9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:49.670215+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": 3381.81, "started_at": "2026-05-19T16:13:46.287075+00:00", "ended_at": "2026-05-19T16:13:49.668919+00:00", "prompt_metrics": {"chars": 24232, "bytes_utf8": 24232, "lines": 722, "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-c4b0-7a73-8ccb-bb0afbf209b6\"}\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": "2026-05-19T16:13:53.576250+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": 2903.05, "started_at": "2026-05-19T16:13:50.672417+00:00", "ended_at": "2026-05-19T16:13:53.575508+00:00", "prompt_metrics": {"chars": 24232, "bytes_utf8": 24232, "lines": 722, "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-d5de-7453-8b0d-8869e7f099b7\"}\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/n14/artifacts/v2q_n14_808a92d2b7f00167/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..84287a32f4fa33f55d848885cc9bff8c24a58170
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:26.521327+00:00",
+  "ended_at": "2026-05-19T16:26:33.937585+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_808a92d2b7f00167",
+    "problem_id": "v2p_n14_ba59e952481c8a43",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_10",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.647185,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/2",
+      "binding_index=102"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_808a92d2b7f00167/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..550d587d576be14263013b816c6b2843f4c3c59c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_808a92d2b7f00167/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:29.581467+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": 3055.35, "started_at": "2026-05-19T16:26:26.524519+00:00", "ended_at": "2026-05-19T16:26:29.579912+00:00", "prompt_metrics": {"chars": 24065, "bytes_utf8": 24065, "lines": 723, "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\":\"019e410f-5ed8-7831-aae3-262f699095b6\"}\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": "2026-05-19T16:26:33.937466+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": 3352.27, "started_at": "2026-05-19T16:26:30.584076+00:00", "ended_at": "2026-05-19T16:26:33.936405+00:00", "prompt_metrics": {"chars": 24065, "bytes_utf8": 24065, "lines": 723, "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\":\"019e410f-6e9d-7182-9873-838f33809fa0\"}\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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d4402afc2145059cae4f59952cc31e600e6e497
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/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": "2026-05-19T16:17:06.069586+00:00",
+  "ended_at": "2026-05-19T16:17:09.423329+00:00",
+  "elapsed_ms": 3353.7,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24129,
+    "bytes_utf8": 24129,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dcbc6fba1608176c5428f18ab8c2ceedbf7d150e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/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": "2026-05-19T16:17:10.426199+00:00",
+  "ended_at": "2026-05-19T16:17:13.809197+00:00",
+  "elapsed_ms": 3382.94,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24129,
+    "bytes_utf8": 24129,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..116e928bc9cec63294a6257dc59dadef39a37479
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_34, group_col_2=target.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_34",
+    "group_col_2": "target",
+    "predicate_col": "feature_5",
+    "predicate_op": ">=",
+    "predicate_value": 0.56239,
+    "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": 0.06004,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..116e928bc9cec63294a6257dc59dadef39a37479
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_34, group_col_2=target.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_34",
+    "group_col_2": "target",
+    "predicate_col": "feature_5",
+    "predicate_op": ">=",
+    "predicate_value": 0.56239,
+    "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": 0.06004,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f7d208388cce3ca86711d269ca1d6172961d984
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-d18e-7472-8d5a-657e2c260cb6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2467bfeecce62a6cc2abd68ece5c2e5e47017e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-d18e-7472-8d5a-657e2c260cb6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19f6cdebd067186a74fd29dcd8655c366c2b003e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-e2b7-7821-a61e-8b954ca9db04"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..acdf052ed197564df5da5c1bf1e86e331e6cef4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-e2b7-7821-a61e-8b954ca9db04"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bd0373dd58b2acf2dbb78fd3d398366168be4ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:17:06.066413+00:00",
+  "ended_at": "2026-05-19T16:17:13.810408+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_85d0de8e0bfb18ea",
+    "problem_id": "v2p_n14_6fe833f30661abb7",
+    "dataset_id": "n14",
+    "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=feature_34, group_col_2=target.",
+    "bindings": {
+      "group_col": "feature_34",
+      "group_col_2": "target",
+      "predicate_col": "feature_5",
+      "predicate_op": ">=",
+      "predicate_value": 0.56239,
+      "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": 0.06004,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "group_col_2",
+      "predicate_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;",
+    "notes": [
+      "default_facets=conditional_interaction_hotspots",
+      "template_selection_mode=rule",
+      "problem_index_within_template=9",
+      "sql_variant_index=1/1",
+      "binding_index=56"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b88003977cac321dd6114f86e01a3b05dc79351f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_85d0de8e0bfb18ea/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:09.424579+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": 3353.7, "started_at": "2026-05-19T16:17:06.069586+00:00", "ended_at": "2026-05-19T16:17:09.423329+00:00", "prompt_metrics": {"chars": 24129, "bytes_utf8": 24129, "lines": 724, "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-d18e-7472-8d5a-657e2c260cb6\"}\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": "2026-05-19T16:17:13.810289+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": 3382.94, "started_at": "2026-05-19T16:17:10.426199+00:00", "ended_at": "2026-05-19T16:17:13.809197+00:00", "prompt_metrics": {"chars": 24129, "bytes_utf8": 24129, "lines": 724, "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-e2b7-7821-a61e-8b954ca9db04\"}\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/n14/artifacts/v2q_n14_8738fd2575d654a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/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/n14/artifacts/v2q_n14_8738fd2575d654a0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a47260f1a55d3c1bca7f05e0bd1982e6de29ae2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:18:30.470326+00:00",
+  "ended_at": "2026-05-19T16:18:41.118734+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8738fd2575d654a0",
+    "problem_id": "v2p_n14_f7913b4c143a64c1",
+    "dataset_id": "n14",
+    "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=feature_18.",
+    "bindings": {
+      "measure_col": "feature_18",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.58673,
+      "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=9",
+      "sql_variant_index=1/1",
+      "binding_index=68"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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",
+  "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/n14/artifacts/v2q_n14_8738fd2575d654a0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..106ed213724d40f87b85d4942135b61a66644022
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8738fd2575d654a0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:36.689949+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": 6216.77, "started_at": "2026-05-19T16:18:30.472345+00:00", "ended_at": "2026-05-19T16:18:36.689145+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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\":\"019e4108-1abd-7013-993b-d7b6e598eacd\"}\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": "2026-05-19T16:18:41.118634+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": 3426.54, "started_at": "2026-05-19T16:18:37.691210+00:00", "ended_at": "2026-05-19T16:18:41.117790+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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\":\"019e4108-36f2-79d1-9edf-5bdeac3091a4\"}\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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..af038f7c7ed37bdcf70606b80c727ce05e999c03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/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": "2026-05-19T16:09:07.651172+00:00",
+  "ended_at": "2026-05-19T16:09:10.834712+00:00",
+  "elapsed_ms": 3183.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23819,
+    "bytes_utf8": 23819,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..01388080d9e83be0207b12854ed0949aa75b49d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/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": "2026-05-19T16:09:11.837535+00:00",
+  "ended_at": "2026-05-19T16:09:15.085553+00:00",
+  "elapsed_ms": 3247.97,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23819,
+    "bytes_utf8": 23819,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50e2279851b8e0ac42b1ed80c11509150fdcd6a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_2.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_2",
+    "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": 0.83152,
+    "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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50e2279851b8e0ac42b1ed80c11509150fdcd6a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_h2o_group_sum",
+    "template_name": "Grouped Numeric Sum",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY total_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Numeric Sum to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=feature_33, measure_col=feature_2.",
+  "planned_template_id": "tpl_h2o_group_sum",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_2",
+    "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": 0.83152,
+    "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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e95abaa49a62bfba7463a7f644cf5ba06ef968d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-844a-7000-baca-fc1acdfce6a1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6b9f9be80ced08f0626c9aca17c0440bb101a93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-844a-7000-baca-fc1acdfce6a1"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..481aa8ede14a73da9e7eb4cb27743a075d0751e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-9497-7bc3-abf5-f263cf17d013"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5b59b350548942d4d9157a280823ec7efe55867
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ff-9497-7bc3-abf5-f263cf17d013"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/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/n14/artifacts/v2q_n14_87520813bb0411f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/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/n14/artifacts/v2q_n14_87520813bb0411f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ed1998f0da332782eb6f0e0be3b31f19fe50a97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:09:07.649120+00:00",
+  "ended_at": "2026-05-19T16:09:15.086408+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_87520813bb0411f8",
+    "problem_id": "v2p_n14_66e962c91db800a5",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_2.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_2",
+      "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": 0.83152,
+      "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=1/2",
+      "binding_index=1"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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/n14/artifacts/v2q_n14_87520813bb0411f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6456fe3ace257fd6f61e9a60bbe1543ee06410b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87520813bb0411f8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:10.835453+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": 3183.52, "started_at": "2026-05-19T16:09:07.651172+00:00", "ended_at": "2026-05-19T16:09:10.834712+00:00", "prompt_metrics": {"chars": 23819, "bytes_utf8": 23819, "lines": 720, "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-844a-7000-baca-fc1acdfce6a1\"}\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": "2026-05-19T16:09:15.086315+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": 3247.97, "started_at": "2026-05-19T16:09:11.837535+00:00", "ended_at": "2026-05-19T16:09:15.085553+00:00", "prompt_metrics": {"chars": 23819, "bytes_utf8": 23819, "lines": 720, "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-9497-7bc3-abf5-f263cf17d013\"}\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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a11c36e92fb7d59d030538be9be746de7028e9d7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/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": "2026-05-19T16:24:38.447506+00:00",
+  "ended_at": "2026-05-19T16:24:41.571089+00:00",
+  "elapsed_ms": 3123.53,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24000,
+    "bytes_utf8": 24000,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..55c54fabeee6fc82fc1fce2c8e130a7a508cf82c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/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": "2026-05-19T16:24:42.574822+00:00",
+  "ended_at": "2026-05-19T16:24:46.010206+00:00",
+  "elapsed_ms": 3435.12,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24000,
+    "bytes_utf8": 24000,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56b5af5a709836107708bc285f6a7658728d54a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+  "sample_rows": [
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+      "target": "2"
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+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
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+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
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+      "feature_34": "-0.22559",
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+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_42, measure_col=feature_43.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_43",
+    "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": 0.026975,
+    "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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56b5af5a709836107708bc285f6a7658728d54a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_42, measure_col=feature_43.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_43",
+    "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": 0.026975,
+    "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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e184f392676fc5e8560d0f76d20ba5a1d9a6c35f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-b8b6-7511-a2cd-3244957ac59c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f6be83ed7b7850c353f798cb76e2d279b87cb008
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-b8b6-7511-a2cd-3244957ac59c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa10c1174ecb28f4b5488ce3687fd1f12c56e8a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-c8f1-75e2-96dd-cca3e428bc77"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..135a293c9ea24577aec2228afd1a72eab1bb7dd4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-c8f1-75e2-96dd-cca3e428bc77"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/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/n14/artifacts/v2q_n14_87c70786818cf9a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/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/n14/artifacts/v2q_n14_87c70786818cf9a9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..38d653727d958cdafd30094c10abb587dcffa7f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_87c70786818cf9a9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:24:41.572202+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": 3123.53, "started_at": "2026-05-19T16:24:38.447506+00:00", "ended_at": "2026-05-19T16:24:41.571089+00:00", "prompt_metrics": {"chars": 24000, "bytes_utf8": 24000, "lines": 720, "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-b8b6-7511-a2cd-3244957ac59c\"}\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": "2026-05-19T16:24:46.012649+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": 3435.12, "started_at": "2026-05-19T16:24:42.574822+00:00", "ended_at": "2026-05-19T16:24:46.010206+00:00", "prompt_metrics": {"chars": 24000, "bytes_utf8": 24000, "lines": 720, "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-c8f1-75e2-96dd-cca3e428bc77\"}\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/n14/artifacts/v2q_n14_8869cd2655a6fb53/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bad508e2a3c761d9eeee35dc58e3d2d20b845e47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:39.095859+00:00",
+  "ended_at": "2026-05-19T16:13:46.284440+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8869cd2655a6fb53",
+    "problem_id": "v2p_n14_2c3a86b43bfe853b",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_31.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_31",
+      "item_col": "feature_32",
+      "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": 0.40028,
+      "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=7",
+      "sql_variant_index=1/2",
+      "binding_index=30"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_8869cd2655a6fb53/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3487e173b134489674f439d6a06f39bece314153
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8869cd2655a6fb53/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:42.265911+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": 3166.19, "started_at": "2026-05-19T16:13:39.098934+00:00", "ended_at": "2026-05-19T16:13:42.265163+00:00", "prompt_metrics": {"chars": 24234, "bytes_utf8": 24234, "lines": 722, "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-a8a0-70b1-ad98-ef91e28b770e\"}\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": "2026-05-19T16:13:46.284340+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": 3014.86, "started_at": "2026-05-19T16:13:43.267965+00:00", "ended_at": "2026-05-19T16:13:46.282879+00:00", "prompt_metrics": {"chars": 24234, "bytes_utf8": 24234, "lines": 722, "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-b8dd-7862-a3d1-c99442ba2caa\"}\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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d545ff7818f5de8d1b712dd4499b2f06a9e753cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/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": "2026-05-19T16:26:49.891605+00:00",
+  "ended_at": "2026-05-19T16:26:53.423578+00:00",
+  "elapsed_ms": 3531.93,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24057,
+    "bytes_utf8": 24057,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..381d611ee18a10d8d3f4d513fbecc4dbb52b3b52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/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": "2026-05-19T16:26:54.427122+00:00",
+  "ended_at": "2026-05-19T16:26:58.142222+00:00",
+  "elapsed_ms": 3715.04,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24057,
+    "bytes_utf8": 24057,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0da10b51965411252c866609772dcf132bcdc543
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_33, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_33",
+    "condition_col": "target",
+    "condition_value": "1",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.83152,
+    "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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0da10b51965411252c866609772dcf132bcdc543
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
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+      "feature_13": "-0.14946",
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+      "feature_30": "-0.045005",
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+      "feature_37": "-0.40052",
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+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
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+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_33, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_33",
+    "condition_col": "target",
+    "condition_value": "1",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.83152,
+    "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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6f6d65af6d20d0cb6b7d4865f3fac87b6ab53bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-ba15-7692-9361-5d358706d96d"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..de97f102af0d1284d783de2f95018ba3af69c22e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-ba15-7692-9361-5d358706d96d"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..370ff62920990bfb0592b646b8af3d3428809bd4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-cbd4-7f21-b216-e24d334950e3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..91b6bd05ec8a4c81f0cd29fbf6d3ddd60043a101
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-cbd4-7f21-b216-e24d334950e3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..601a8f185d130c82e1a34afa41043277ddb9f0d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:49.888771+00:00",
+  "ended_at": "2026-05-19T16:26:58.143457+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8bb3a905ce2ae277",
+    "problem_id": "v2p_n14_32005cf3b4ce5d65",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_33, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_33",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.83152,
+      "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=103"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_8bb3a905ce2ae277/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e8a91d7e86f383e8d82e70c84a7d1c5bd09b57b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8bb3a905ce2ae277/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:53.425321+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": 3531.93, "started_at": "2026-05-19T16:26:49.891605+00:00", "ended_at": "2026-05-19T16:26:53.423578+00:00", "prompt_metrics": {"chars": 24057, "bytes_utf8": 24057, "lines": 723, "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\":\"019e410f-ba15-7692-9361-5d358706d96d\"}\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": "2026-05-19T16:26:58.143345+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": 3715.04, "started_at": "2026-05-19T16:26:54.427122+00:00", "ended_at": "2026-05-19T16:26:58.142222+00:00", "prompt_metrics": {"chars": 24057, "bytes_utf8": 24057, "lines": 723, "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\":\"019e410f-cbd4-7f21-b216-e24d334950e3\"}\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/n14/artifacts/v2q_n14_8c9a282891de3045/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..33bb40ec9a8bb099069e449d11c8853a08a07608
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:30:07.474946+00:00",
+  "ended_at": "2026-05-19T16:30:15.410190+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8c9a282891de3045",
+    "problem_id": "v2p_n14_40f6ef787547980f",
+    "dataset_id": "n14",
+    "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=feature_33.",
+    "bindings": {
+      "group_col": "feature_33",
+      "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": 0.18967,
+      "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/n14/artifacts/v2q_n14_8c9a282891de3045/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b7da2feb90070458193175ebd44400300ebb3eb9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8c9a282891de3045/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:11.190407+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": 3711.58, "started_at": "2026-05-19T16:30:07.477782+00:00", "ended_at": "2026-05-19T16:30:11.189408+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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-bdf8-7051-9669-47aed9ad48a8\"}\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": "2026-05-19T16:30:15.410068+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": 3215.94, "started_at": "2026-05-19T16:30:12.192881+00:00", "ended_at": "2026-05-19T16:30:15.408885+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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-d053-7ce3-b491-7fc987d9dd53\"}\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/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f72baed8e77b728d331ae78194293a031e2ab2f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:36.908378+00:00",
+  "ended_at": "2026-05-19T16:14:44.377954+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8ce6f85b0783b6b0",
+    "problem_id": "v2p_n14_6e9034382aca7061",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_35.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_35",
+      "item_col": "feature_37",
+      "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": -0.020493,
+      "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=11",
+      "sql_variant_index=1/2",
+      "binding_index=34"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 11,
+    "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/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f220427f46cbc57775532c80da4f0ee685ead38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8ce6f85b0783b6b0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:40.212496+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": 3300.99, "started_at": "2026-05-19T16:14:36.910676+00:00", "ended_at": "2026-05-19T16:14:40.211694+00:00", "prompt_metrics": {"chars": 24236, "bytes_utf8": 24236, "lines": 722, "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\":\"019e4104-8a60-71b2-be5e-318cbfc63b4e\"}\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": "2026-05-19T16:14:44.377868+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": 3163.21, "started_at": "2026-05-19T16:14:41.213909+00:00", "ended_at": "2026-05-19T16:14:44.377157+00:00", "prompt_metrics": {"chars": 24236, "bytes_utf8": 24236, "lines": 722, "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\":\"019e4104-9b34-7861-b4ff-4b01121aa0b6\"}\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/n14/artifacts/v2q_n14_8cf0b86b535086db/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae9cb86398de8bca4d4eecd3377f06d33f49826f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:31:52.909348+00:00",
+  "ended_at": "2026-05-19T16:32:00.842499+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8cf0b86b535086db",
+    "problem_id": "v2p_n14_ae3ffb482d04a9c2",
+    "dataset_id": "n14",
+    "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": "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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=target, measure_col=feature_36.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_36",
+      "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": -0.09507,
+      "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=137"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_8cf0b86b535086db/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2f2706f27eebe3b2e123bfa49885e5cd73c3ecc1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8cf0b86b535086db/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:56.500847+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": 3586.46, "started_at": "2026-05-19T16:31:52.913244+00:00", "ended_at": "2026-05-19T16:31:56.499752+00:00", "prompt_metrics": {"chars": 23901, "bytes_utf8": 23901, "lines": 720, "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\":\"019e4114-59c3-78a2-b721-816028398ecf\"}\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": "2026-05-19T16:32:00.842390+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": 3337.42, "started_at": "2026-05-19T16:31:57.503901+00:00", "ended_at": "2026-05-19T16:32:00.841384+00:00", "prompt_metrics": {"chars": 23901, "bytes_utf8": 23901, "lines": 720, "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\":\"019e4114-6bb8-7d40-980c-9ea3caea1b3b\"}\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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e42855ad8bfd7fce40b861646e2544bf8c835004
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/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": "2026-05-19T16:16:02.544684+00:00",
+  "ended_at": "2026-05-19T16:16:06.426243+00:00",
+  "elapsed_ms": 3881.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24131,
+    "bytes_utf8": 24131,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..be88b758260f3d211fb61c618f79dc93f33d970a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/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": "2026-05-19T16:16:07.429986+00:00",
+  "ended_at": "2026-05-19T16:16:11.055353+00:00",
+  "elapsed_ms": 3625.27,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24131,
+    "bytes_utf8": 24131,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c993a537c1c347c2310651c3d267c1b568d3e0a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_10, group_col_2=target.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_10",
+    "group_col_2": "target",
+    "predicate_col": "feature_50",
+    "predicate_op": ">=",
+    "predicate_value": 0.089589,
+    "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": 0.089589,
+    "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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c993a537c1c347c2310651c3d267c1b568d3e0a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_10, group_col_2=target.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_10",
+    "group_col_2": "target",
+    "predicate_col": "feature_50",
+    "predicate_op": ">=",
+    "predicate_value": 0.089589,
+    "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": 0.089589,
+    "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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c484c7b2a062e41cd1f07b834d4d6366d93b242
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-d908-7641-9dbb-444b572be985"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..922c3fe02b4c3b2aab8d12a022b7034f75d9a872
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-d908-7641-9dbb-444b572be985"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f88afb261be53dbd890480b21cf9985a4f739306
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-ec94-7691-bfae-81a102c83516"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e81fbed0fe3c27bb791d4285af0286676f77ef99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-ec94-7691-bfae-81a102c83516"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..71cb70c2b41429354634a34f6f505887c460edd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:16:02.542822+00:00",
+  "ended_at": "2026-05-19T16:16:11.056449+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8e973872f5f1c2e9",
+    "problem_id": "v2p_n14_d5e2807a13572ee2",
+    "dataset_id": "n14",
+    "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=feature_10, group_col_2=target.",
+    "bindings": {
+      "group_col": "feature_10",
+      "group_col_2": "target",
+      "predicate_col": "feature_50",
+      "predicate_op": ">=",
+      "predicate_value": 0.089589,
+      "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": 0.089589,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=49"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "problem_index_within_template": 2,
+    "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/n14/artifacts/v2q_n14_8e973872f5f1c2e9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f66f2acb4522e6b1c83e393c98d124c9838a656b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8e973872f5f1c2e9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:16:06.427264+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": 3881.52, "started_at": "2026-05-19T16:16:02.544684+00:00", "ended_at": "2026-05-19T16:16:06.426243+00:00", "prompt_metrics": {"chars": 24131, "bytes_utf8": 24131, "lines": 724, "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-d908-7641-9dbb-444b572be985\"}\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": "2026-05-19T16:16:11.056338+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": 3625.27, "started_at": "2026-05-19T16:16:07.429986+00:00", "ended_at": "2026-05-19T16:16:11.055353+00:00", "prompt_metrics": {"chars": 24131, "bytes_utf8": 24131, "lines": 724, "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-ec94-7691-bfae-81a102c83516\"}\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/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b2fb1b7e9b2b4db05959db0f03102c4cc0b0fb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.11229", "support": 1254, "support_share": 0.627, "support_rank": 1}, {"value_label": "0.026975", "support": 375, "support_share": 0.1875, "support_rank": 2}, {"value_label": "-0.04266", "support": 99, "support_share": 0.0495, "support_rank": 3}, {"value_label": "0.09661", "support": 83, "support_share": 0.0415, "support_rank": 4}, {"value_label": "0.37515", "support": 55, "support_share": 0.0275, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6bfe6bea6175b6895506d03327203bd4caf4c810
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/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: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_n14_8f6b5a8f2ee9131c
+-- problem_id: v2p_n14_fc18a4a80bbd86c9
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_43" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_43"
+)
+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/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a53b07b16456c8060125685ea2992663ae382b63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n14_8f6b5a8f2ee9131c\n-- problem_id: v2p_n14_fc18a4a80bbd86c9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_43\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_43\"\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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n14_8f6b5a8f2ee9131c\\n-- problem_id: v2p_n14_fc18a4a80bbd86c9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_43\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_43\\\"\\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\": \"-0.11229\", \"support\": 1254, \"support_share\": 0.627, \"support_rank\": 1}, {\"value_label\": \"0.026975\", \"support\": 375, \"support_share\": 0.1875, \"support_rank\": 2}, {\"value_label\": \"-0.04266\", \"support\": 99, \"support_share\": 0.0495, \"support_rank\": 3}, {\"value_label\": \"0.09661\", \"support\": 83, \"support_share\": 0.0415, \"support_rank\": 4}, {\"value_label\": \"0.37515\", \"support\": 55, \"support_share\": 0.0275, \"support_rank\": 5}, {\"value_label\": \"0.23588\", \"support\": 32, \"support_share\": 0.016, \"support_rank\": 6}, {\"value_label\": \"0.16624\", \"support\": 21, \"support_share\": 0.0105, \"support_rank\": 7}, {\"value_label\": \"0.30551\", \"support\": 19, \"support_share\": 0.0095, \"support_rank\": 8}, {\"value_label\": \"0.44478\", \"support\": 14, \"support_share\": 0.007, \"support_rank\": 9}, {\"value_label\": \"0.58405\", \"support\": 9, \"support_share\": 0.0045, \"support_rank\": 10}, {\"value_label\": \"0.51442\", \"support\": 7, \"support_share\": 0.0035, \"support_rank\": 11}, {\"value_label\": \"1.0019\", \"support\": 6, \"support_share\": 0.003, \"support_rank\": 12}, {\"value_label\": \"0.79296\", \"support\": 5, \"support_share\": 0.0025, \"support_rank\": 13}, {\"value_label\": \"0.86259\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 14}, {\"value_label\": \"0.65369\", \"support\": 3, \"support_share\": 0.0015, \"support_rank\": 15}, {\"value_label\": \"1.0715\", \"support\": 3, \"support_share\": 0.0015, \"support_rank\": 16}, {\"value_label\": \"0.72332\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 17}, {\"value_label\": \"1.2108\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 18}, {\"value_label\": \"54.273\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 19}, {\"value_label\": \"1.4197\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 20}, {\"value_label\": \"1.5589\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 21}, {\"value_label\": \"1.6982\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 22}, {\"value_label\": \"1.7678\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 23}, {\"value_label\": \"2.0464\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 24}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.62}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5a4981af9235727699da3f1fad631069b102408
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.507510+00:00",
+  "ended_at": "2026-05-19T16:32:48.510147+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_8f6b5a8f2ee9131c",
+    "problem_id": "v2p_n14_fc18a4a80bbd86c9",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_43.",
+    "bindings": {
+      "group_col": "feature_43"
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col} AS value_label, COUNT(*) AS support\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT\n    value_label,\n    support,\n    CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n    ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;",
+    "notes": [
+      "default_facets=support_concentration,value_imbalance_profile",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/sql/v2q_n14_8f6b5a8f2ee9131c.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/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_8f6b5a8f2ee9131c/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/n14/artifacts/v2q_n14_90934931ec18251a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f5c733199a5f61e25119735e07fd45b69f0cadc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:03.091113+00:00",
+  "ended_at": "2026-05-19T16:13:10.308176+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_90934931ec18251a",
+    "problem_id": "v2p_n14_68fd721a825992e4",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_28.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_28",
+      "item_col": "feature_29",
+      "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": -0.091193,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=27"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_90934931ec18251a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..242f4e1452983d4a8c6f069f7102acc80cc30ea9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90934931ec18251a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:06.437682+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": 3343.39, "started_at": "2026-05-19T16:13:03.093536+00:00", "ended_at": "2026-05-19T16:13:06.436947+00:00", "prompt_metrics": {"chars": 24238, "bytes_utf8": 24238, "lines": 722, "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\":\"019e4103-1bf5-78a2-8dba-0d67bd8f418b\"}\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": "2026-05-19T16:13:10.308090+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": 2867.53, "started_at": "2026-05-19T16:13:07.439809+00:00", "ended_at": "2026-05-19T16:13:10.307380+00:00", "prompt_metrics": {"chars": 24238, "bytes_utf8": 24238, "lines": 722, "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\":\"019e4103-2cee-7980-8ccf-a3648c9b3856\"}\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/n14/artifacts/v2q_n14_90f97ad2168996ae/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3331e6ba49c50597fa245a0d808ddd487c168971
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:32.619625+00:00",
+  "ended_at": "2026-05-19T16:25:40.478353+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_90f97ad2168996ae",
+    "problem_id": "v2p_n14_7522de8fb605e675",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "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 dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_34, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_34",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "top_k": 18,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.23945,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=98"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_90f97ad2168996ae/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..243c7229520f70f6b821534c1c88306e8377bfd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_90f97ad2168996ae/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:35.760076+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": 3136.01, "started_at": "2026-05-19T16:25:32.622664+00:00", "ended_at": "2026-05-19T16:25:35.758709+00:00", "prompt_metrics": {"chars": 24062, "bytes_utf8": 24062, "lines": 723, "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\":\"019e410e-8c43-7cd1-a335-e75de217e1f5\"}\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": "2026-05-19T16:25:40.478240+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": 3714.03, "started_at": "2026-05-19T16:25:36.763074+00:00", "ended_at": "2026-05-19T16:25:40.477164+00:00", "prompt_metrics": {"chars": 24062, "bytes_utf8": 24062, "lines": 723, "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\":\"019e410e-9c7b-7a50-91e2-f608ebe12306\"}\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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fbabf08f74136834a07781775ac0a3a25bf5b42
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/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": "2026-05-19T16:30:32.765550+00:00",
+  "ended_at": "2026-05-19T16:30:36.269462+00:00",
+  "elapsed_ms": 3503.87,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23908,
+    "bytes_utf8": 23908,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac7bea42b3f4f337b4dd662c674d68a798c5657d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/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": "2026-05-19T16:30:37.272383+00:00",
+  "ended_at": "2026-05-19T16:30:40.684085+00:00",
+  "elapsed_ms": 3411.55,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23908,
+    "bytes_utf8": 23908,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..096c067131209d28406b6ead0bf9ea3955a43a3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_31.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_31",
+    "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": -0.23127,
+    "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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..096c067131209d28406b6ead0bf9ea3955a43a3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "notnull": false,
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+      "notnull": false,
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+      "pk": false
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+      "notnull": false,
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+      "type": "TEXT",
+      "notnull": false,
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+      "notnull": false,
+      "pk": false
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+    {
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+      "notnull": false,
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+      "notnull": false,
+      "pk": false
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+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=feature_10, measure_col=feature_31.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_10",
+    "measure_col": "feature_31",
+    "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": -0.23127,
+    "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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..95d57e7d600600fbe3976a87e206b3eb32b35df1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-20be-7bb3-8924-fa0a39c43e64"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4dcc3efe44c9ae7aab5cced4072b732aa17edb4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-20be-7bb3-8924-fa0a39c43e64"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f98bb0852bbc5a5f44d1fca652ea9ae533d20b91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-3278-74a2-a6f9-3b46ba1efc69"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ba14ae5441460cd58f3e9834dae6b8459c834f33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-3278-74a2-a6f9-3b46ba1efc69"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/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/n14/artifacts/v2q_n14_9161a0d87370a34e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9161a0d87370a34e/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/n14/artifacts/v2q_n14_92a5507522a762f0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad4d48fbc1e7de2ccdfa80d1bfc5120902216c0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:43.198061+00:00",
+  "ended_at": "2026-05-19T16:28:50.347309+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_92a5507522a762f0",
+    "problem_id": "v2p_n14_86639696bc8ad7c8",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "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_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_34",
+      "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": 0.092192,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=122"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_92a5507522a762f0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8fc722a1d08d63fdc40ed8306d1c60efaa732057
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_92a5507522a762f0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:46.347911+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": 3143.14, "started_at": "2026-05-19T16:28:43.203607+00:00", "ended_at": "2026-05-19T16:28:46.346802+00:00", "prompt_metrics": {"chars": 23808, "bytes_utf8": 23808, "lines": 718, "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\":\"019e4111-74ab-74f0-b250-a814ccd40ea2\"}\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": "2026-05-19T16:28:50.347199+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": 2995.1, "started_at": "2026-05-19T16:28:47.350778+00:00", "ended_at": "2026-05-19T16:28:50.345949+00:00", "prompt_metrics": {"chars": 23808, "bytes_utf8": 23808, "lines": 718, "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\":\"019e4111-84ea-77a0-a6cb-a2f10967ef63\"}\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/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b526ac96ec1eb151d2ebc29f9fcea899f8b564a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_19": "0.41921", "support": 186, "avg_response": 0.8028409569892473}, {"feature_19": "0.38576", "support": 60, "avg_response": 0.43977}, {"feature_19": "0.38593", "support": 24, "avg_response": 0.44388999999999995}, {"feature_19": "0.50311", "support": 15, "avg_response": 0.8089}, {"feature_19": "0.38609", "support": 14, "avg_response": 0.44793}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e4c677e406d16330ac2fad10c3ee77ae8a1fe533
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_93b2b9f7eb5571bb
+-- problem_id: v2p_n14_c6af0e406203e0c4
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_19",
+    COUNT(*) AS support,
+    AVG("feature_2") AS avg_response
+FROM "n14"
+GROUP BY "feature_19"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f8c2a995907e51e39d96b8585ee6171385a5e198
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_93b2b9f7eb5571bb\n-- problem_id: v2p_n14_c6af0e406203e0c4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_19\",\n    COUNT(*) AS support,\n    AVG(\"feature_2\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_19\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_93b2b9f7eb5571bb\\n-- problem_id: v2p_n14_c6af0e406203e0c4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_19\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_19\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_19\", \"support\", \"avg_response\"], \"rows\": [{\"feature_19\": \"0.41921\", \"support\": 186, \"avg_response\": 0.8028409569892473}, {\"feature_19\": \"0.38576\", \"support\": 60, \"avg_response\": 0.43977}, {\"feature_19\": \"0.38593\", \"support\": 24, \"avg_response\": 0.44388999999999995}, {\"feature_19\": \"0.50311\", \"support\": 15, \"avg_response\": 0.8089}, {\"feature_19\": \"0.38609\", \"support\": 14, \"avg_response\": 0.44793}, {\"feature_19\": \"0.88272\", \"support\": 13, \"avg_response\": 0.83152}, {\"feature_19\": \"0.40434\", \"support\": 13, \"avg_response\": 0.44389}, {\"feature_19\": \"1.4364\", \"support\": 12, \"avg_response\": 0.8315199999999999}, {\"feature_19\": \"2.4544\", \"support\": 11, \"avg_response\": 0.83152}, {\"feature_19\": \"1.8947\", \"support\": 10, \"avg_response\": 0.83152}, {\"feature_19\": \"-0.073402\", \"support\": 10, \"avg_response\": 0.82227}, {\"feature_19\": \"-0.98483\", \"support\": 9, \"avg_response\": 0.83152}, {\"feature_19\": \"0.50572\", \"support\": 9, \"avg_response\": 0.83152}, {\"feature_19\": \"0.3679\", \"support\": 9, \"avg_response\": 0.44389}, {\"feature_19\": \"0.40248\", \"support\": 9, \"avg_response\": 0.43977}, {\"feature_19\": \"0.11914\", \"support\": 9, \"avg_response\": 0.42833}, {\"feature_19\": \"0.13826\", \"support\": 9, \"avg_response\": 0.42536}, {\"feature_19\": \"-0.99349\", \"support\": 8, \"avg_response\": 0.83152}, {\"feature_19\": \"0.087749\", \"support\": 7, \"avg_response\": 0.42833}, {\"feature_19\": \"0.40422\", \"support\": 6, \"avg_response\": 0.44793}, {\"feature_19\": \"0.32646\", \"support\": 6, \"avg_response\": 0.35328}, {\"feature_19\": \"0.11545\", \"support\": 5, \"avg_response\": 0.43125}, {\"feature_19\": \"-0.25965\", \"support\": 5, \"avg_response\": -1.0697}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.05}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c837600c181a4d989c6b722c55cb40e0724c3abb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.552137+00:00",
+  "ended_at": "2026-05-19T16:32:48.555025+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_93b2b9f7eb5571bb",
+    "problem_id": "v2p_n14_c6af0e406203e0c4",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_19.",
+    "bindings": {
+      "key_col": "feature_19",
+      "measure_col": "feature_2",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "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/n14/sql/v2q_n14_93b2b9f7eb5571bb.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/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_93b2b9f7eb5571bb/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/n14/artifacts/v2q_n14_977e81675f6f313a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..78422edaf9a90c844cdf1e77555109505a71de6f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:16.437643+00:00",
+  "ended_at": "2026-05-19T16:32:24.363447+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_977e81675f6f313a",
+    "problem_id": "v2p_n14_e6169ef49b9df246",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_38.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_38",
+      "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": 0.14801,
+      "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/n14/artifacts/v2q_n14_977e81675f6f313a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0c09a034e700e641c43fe2db12ed24b4e7d648cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_977e81675f6f313a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:32:19.940282+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": 3498.42, "started_at": "2026-05-19T16:32:16.440753+00:00", "ended_at": "2026-05-19T16:32:19.939215+00:00", "prompt_metrics": {"chars": 23903, "bytes_utf8": 23903, "lines": 720, "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\":\"019e4114-b5a8-7fe0-814b-c4a3b6e15d99\"}\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": "2026-05-19T16:32:24.363341+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": 3420.17, "started_at": "2026-05-19T16:32:20.941784+00:00", "ended_at": "2026-05-19T16:32:24.362234+00:00", "prompt_metrics": {"chars": 23903, "bytes_utf8": 23903, "lines": 720, "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\":\"019e4114-c720-78c2-b300-aeea12e099ae\"}\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/n14/artifacts/v2q_n14_995000989afad19e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..229c0e99888c4cd37b77f0e78e7e944a27dc0a23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:15:14.312005+00:00",
+  "ended_at": "2026-05-19T16:15:21.312297+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_995000989afad19e",
+    "problem_id": "v2p_n14_82c8c8192eecb434",
+    "dataset_id": "n14",
+    "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=feature_42, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_42",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": -0.15662,
+      "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/n14/artifacts/v2q_n14_995000989afad19e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..563f0a300d9c1660cf72ba58295aecd9704ecc97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_995000989afad19e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:17.183933+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": 2868.83, "started_at": "2026-05-19T16:15:14.314130+00:00", "ended_at": "2026-05-19T16:15:17.183037+00:00", "prompt_metrics": {"chars": 24620, "bytes_utf8": 24620, "lines": 723, "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\":\"019e4105-1c8b-7cb1-b343-50f575028b1f\"}\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": "2026-05-19T16:15:21.312201+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": 3126.18, "started_at": "2026-05-19T16:15:18.185183+00:00", "ended_at": "2026-05-19T16:15:21.311395+00:00", "prompt_metrics": {"chars": 24620, "bytes_utf8": 24620, "lines": 723, "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\":\"019e4105-2bc9-7d23-9ee2-9c22560797b0\"}\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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b4807afea45a95d804897f03caaa20f8a019293e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/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": "2026-05-19T16:17:36.176617+00:00",
+  "ended_at": "2026-05-19T16:17:43.434245+00:00",
+  "elapsed_ms": 7257.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23990,
+    "bytes_utf8": 23990,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d42687f4615c1f5b7e6e625aaf50f29dee380323
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/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": "2026-05-19T16:17:44.436757+00:00",
+  "ended_at": "2026-05-19T16:17:47.875866+00:00",
+  "elapsed_ms": 3439.04,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23990,
+    "bytes_utf8": 23990,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29e6eb0f4060c8a464248b9c1cc29a03c697ab9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_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": "n14",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_12.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "feature_12",
+    "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": -0.11159,
+    "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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..29e6eb0f4060c8a464248b9c1cc29a03c697ab9c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_12.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "feature_12",
+    "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": -0.11159,
+    "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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bdf313e764861a7cbd7945d6f8ed59b40dc518ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-4724-7ad3-981b-973f67b05946"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a6e6c5a0a98233b4c587a8aa1ee32bbfea565aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-4724-7ad3-981b-973f67b05946"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f79b527bb8cc5c6f927a04b27bd0dcf27ea0b3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-6764-7362-ad95-1af268dacfb2"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6cac3840d43d58510e10bbf1bce7a4a8e6aab7c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-6764-7362-ad95-1af268dacfb2"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/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/n14/artifacts/v2q_n14_99b25025f3b39504/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_99b25025f3b39504/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/n14/artifacts/v2q_n14_9af28a874f89f80a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f424a218e8a8d9fcd5a079cd56046d39b980c2af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:09:53.581183+00:00",
+  "ended_at": "2026-05-19T16:10:00.709222+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_9af28a874f89f80a",
+    "problem_id": "v2p_n14_d51f4d04b6fef883",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_5.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_5",
+      "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": 0.56239,
+      "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=5",
+      "sql_variant_index=1/2",
+      "binding_index=4"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_9af28a874f89f80a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e3f6270a92af94cc2b4b634aa399a8ccc704963f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9af28a874f89f80a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:56.811919+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": 3227.56, "started_at": "2026-05-19T16:09:53.583506+00:00", "ended_at": "2026-05-19T16:09:56.811092+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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\":\"019e4100-37b2-70b0-88fc-23d556c80827\"}\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": "2026-05-19T16:10:00.709133+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": 2895.15, "started_at": "2026-05-19T16:09:57.813174+00:00", "ended_at": "2026-05-19T16:10:00.708360+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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\":\"019e4100-4830-75d0-bf6a-54309baef959\"}\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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfa6e292a098a42fdca97f15f1976e0c7ad8e14a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:50.350944+00:00",
+  "ended_at": "2026-05-19T16:28:53.336562+00:00",
+  "elapsed_ms": 2985.58,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23810,
+    "bytes_utf8": 23810,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b56f76c0c70c2d637c3941cf4631f52c75dca42d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:54.340104+00:00",
+  "ended_at": "2026-05-19T16:28:57.713800+00:00",
+  "elapsed_ms": 3373.65,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23810,
+    "bytes_utf8": 23810,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1ce6b2cd67b2ac32fb63d69587bdb0ce73a2076
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_34.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_34",
+    "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": 0.092192,
+    "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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1ce6b2cd67b2ac32fb63d69587bdb0ce73a2076
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
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+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
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+      "feature_42": "28.545",
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+      "feature_44": "-0.57834",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
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+      "feature_11": "-0.674",
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+      "feature_13": "-0.14946",
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+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
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+      "feature_3": "-0.15694",
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+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
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+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
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+      "feature_39": "0.059837",
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+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
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+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
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+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
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+      "feature_10": "-0.36924",
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+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
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+      "feature_18": "-0.82935",
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+      "feature_21": "-0.11177",
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+      "feature_25": "-0.47887",
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+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
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+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_34.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_34",
+    "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": 0.092192,
+    "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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fafd9c09319e0b332e264ae2843048d17a86e73c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-90c2-7e42-9a40-879631f6b8c7"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9bc700558d05b455d6f72650d3a0d67614a9265f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-90c2-7e42-9a40-879631f6b8c7"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d57654222899b3f7bbc6b8e5434231d2ad47aabb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-a067-7421-9c3f-2a957b1d3ec9"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc61d4990d42d0e9da400fe2fc190817365e0c87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-a067-7421-9c3f-2a957b1d3ec9"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..dc3c2743d69c4728816d45cc7c9f029854f92e0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:50.347851+00:00",
+  "ended_at": "2026-05-19T16:28:57.714892+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_9c32105c7a1f1ffa",
+    "problem_id": "v2p_n14_5eefb9d241aad225",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_34",
+      "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": 0.092192,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=2/2",
+      "binding_index=122"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed14d92fe8c2ff0218e1a15ff70e9f2258670fb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9c32105c7a1f1ffa/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:53.338494+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": 2985.58, "started_at": "2026-05-19T16:28:50.350944+00:00", "ended_at": "2026-05-19T16:28:53.336562+00:00", "prompt_metrics": {"chars": 23810, "bytes_utf8": 23810, "lines": 718, "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\":\"019e4111-90c2-7e42-9a40-879631f6b8c7\"}\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": "2026-05-19T16:28:57.714789+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": 3373.65, "started_at": "2026-05-19T16:28:54.340104+00:00", "ended_at": "2026-05-19T16:28:57.713800+00:00", "prompt_metrics": {"chars": 23810, "bytes_utf8": 23810, "lines": 718, "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-a067-7421-9c3f-2a957b1d3ec9\"}\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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..051cb5d7e558d38e0b435d62b071675bac64773f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/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": "2026-05-19T16:24:53.663959+00:00",
+  "ended_at": "2026-05-19T16:24:57.139920+00:00",
+  "elapsed_ms": 3475.93,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24065,
+    "bytes_utf8": 24065,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a2774325f2732861b5ed0206c9b518020c6a9fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/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": "2026-05-19T16:24:58.142620+00:00",
+  "ended_at": "2026-05-19T16:25:01.277517+00:00",
+  "elapsed_ms": 3134.84,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24065,
+    "bytes_utf8": 24065,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..860e9e8b67d56b1bf68a5ad929162202da1937a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": -0.17928,
+    "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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..860e9e8b67d56b1bf68a5ad929162202da1937a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
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+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
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+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
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+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": -0.17928,
+    "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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e680b5393ed67ae4a8240a67baf9371a7733aeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-f44d-7dd0-ac5f-4d0dc7eff899"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ef9f19c827efc6c73ba42ce94e36f7940014907d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-f44d-7dd0-ac5f-4d0dc7eff899"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9594af0ab5b0295691f315c8d4da91308e87371
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-0588-7413-b939-638246af3fbc"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46c376b6615ff37cee3d7006f536ea503d45bac4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-0588-7413-b939-638246af3fbc"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/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/n14/artifacts/v2q_n14_9cef62231fd70c57/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9cef62231fd70c57/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/n14/artifacts/v2q_n14_9da8a1647a9d801a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..30a1439730279b25d6b09dd0025b6de8c9b2ad0d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:17:55.381925+00:00",
+  "ended_at": "2026-05-19T16:18:02.989556+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_9da8a1647a9d801a",
+    "problem_id": "v2p_n14_ea683896c65c6d28",
+    "dataset_id": "n14",
+    "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=feature_14.",
+    "bindings": {
+      "measure_col": "feature_14",
+      "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": 0.75143,
+      "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/n14/artifacts/v2q_n14_9da8a1647a9d801a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f1228ebcba318c5c84a478aa6da1bdd2e6d131a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_9da8a1647a9d801a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:58.495249+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": 3109.27, "started_at": "2026-05-19T16:17:55.384844+00:00", "ended_at": "2026-05-19T16:17:58.494152+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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\":\"019e4107-9258-7752-b8b7-eeeb50fe95d5\"}\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": "2026-05-19T16:18:02.989424+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": 3490.31, "started_at": "2026-05-19T16:17:59.497959+00:00", "ended_at": "2026-05-19T16:18:02.988350+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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-a25c-74b1-9281-bd0ed0b04771\"}\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/n14/artifacts/v2q_n14_a02a8daad6248eec/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..74206c12565482e28ae913142ce0b90071c81436
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:46.182803+00:00",
+  "ended_at": "2026-05-19T16:10:53.470074+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_a02a8daad6248eec",
+    "problem_id": "v2p_n14_3d69a1d46dfcc14b",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_8.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_8",
+      "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": 0.12703,
+      "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/n14/artifacts/v2q_n14_a02a8daad6248eec/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6f4db02cda7711970ffbf44b99188a8eac81ef71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a02a8daad6248eec/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:49.448534+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": 3262.09, "started_at": "2026-05-19T16:10:46.185153+00:00", "ended_at": "2026-05-19T16:10:49.447272+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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\":\"019e4101-0534-7612-83d7-5fa113c9f6e8\"}\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": "2026-05-19T16:10:53.469974+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": 3019.37, "started_at": "2026-05-19T16:10:50.449789+00:00", "ended_at": "2026-05-19T16:10:53.469190+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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\":\"019e4101-15d4-7e72-a064-b7f6861b16ac\"}\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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..24dbefe753ead1c705e6677ef6e86aaa6aedf617
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/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": "2026-05-19T16:16:39.820949+00:00",
+  "ended_at": "2026-05-19T16:16:42.968622+00:00",
+  "elapsed_ms": 3147.62,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24128,
+    "bytes_utf8": 24128,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..de5c571886c8ebbc2c462ecc6a9b4f679e0c0089
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/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": "2026-05-19T16:16:43.971579+00:00",
+  "ended_at": "2026-05-19T16:16:47.484360+00:00",
+  "elapsed_ms": 3512.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24128,
+    "bytes_utf8": 24128,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b40e4bc5a2b6a7324bc11c139af4cfc225bbf57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=target.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_33",
+    "group_col_2": "target",
+    "predicate_col": "feature_2",
+    "predicate_op": ">=",
+    "predicate_value": 0.83152,
+    "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": 0.25664,
+    "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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b40e4bc5a2b6a7324bc11c139af4cfc225bbf57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=target.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_33",
+    "group_col_2": "target",
+    "predicate_col": "feature_2",
+    "predicate_op": ">=",
+    "predicate_value": 0.83152,
+    "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": 0.25664,
+    "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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1f941295cce2cd1a2e79a29564eac0933249b14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-6b0c-7413-8ede-c305e44e895b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2199f6c979e93f5a601c476c6bc0e76c7e4ea985
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-6b0c-7413-8ede-c305e44e895b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a374eae768e775fb342d218b74cd493f13e2229
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-7b42-7132-8aea-34cc5adfc417"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b81be642837a691ab04101a994a64a032eefbd59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-7b42-7132-8aea-34cc5adfc417"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/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/n14/artifacts/v2q_n14_a0e2d67266e626b0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a0e2d67266e626b0/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/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..10de98cdcfbdac4f842bcc84648f990ff4f45484
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:53.576714+00:00",
+  "ended_at": "2026-05-19T16:14:00.730351+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_a2ac8ad8d1ca5d5f",
+    "problem_id": "v2p_n14_398c8e33b2eb3632",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_32.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_32",
+      "item_col": "feature_34",
+      "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": 0.75143,
+      "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/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d9d7b468231dacf31e81597c29850a68f0d5a777
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2ac8ad8d1ca5d5f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:56.882732+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": 3302.61, "started_at": "2026-05-19T16:13:53.579038+00:00", "ended_at": "2026-05-19T16:13:56.881673+00:00", "prompt_metrics": {"chars": 24229, "bytes_utf8": 24229, "lines": 722, "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-e124-7221-9dc9-915323364948\"}\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": "2026-05-19T16:14:00.730234+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": 2844.81, "started_at": "2026-05-19T16:13:57.884378+00:00", "ended_at": "2026-05-19T16:14:00.729225+00:00", "prompt_metrics": {"chars": 24229, "bytes_utf8": 24229, "lines": 722, "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-f20a-7683-8122-bbf4d31dbcc0\"}\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/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cbae96da1bbc8fe34788ec096fbaaa0bfea76f52
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "6", "support": 835, "support_share": 0.4175, "cumulative_support": 835}, {"value_label": "1", "support": 356, "support_share": 0.178, "cumulative_support": 1191}, {"value_label": "3", "support": 244, "support_share": 0.122, "cumulative_support": 1435}, {"value_label": "5", "support": 204, "support_share": 0.102, "cumulative_support": 1639}, {"value_label": "4", "support": 202, "support_share": 0.101, "cumulative_support": 1841}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..47d54053da78c2a6f5804f9b03f6d1721bf8eebb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/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: n14
+-- 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_n14_a2e6fe2937bff4a6
+-- problem_id: v2p_n14_98d24c501f66346e
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "target" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "target"
+), 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/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e0e9ed8fe54e8a262a6a12fe9ca1d84ed5ea6171
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/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: n14\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_n14_a2e6fe2937bff4a6\n-- problem_id: v2p_n14_98d24c501f66346e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"target\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"target\"\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: n14\\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_n14_a2e6fe2937bff4a6\\n-- problem_id: v2p_n14_98d24c501f66346e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"target\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"target\\\"\\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\": \"6\", \"support\": 835, \"support_share\": 0.4175, \"cumulative_support\": 835}, {\"value_label\": \"1\", \"support\": 356, \"support_share\": 0.178, \"cumulative_support\": 1191}, {\"value_label\": \"3\", \"support\": 244, \"support_share\": 0.122, \"cumulative_support\": 1435}, {\"value_label\": \"5\", \"support\": 204, \"support_share\": 0.102, \"cumulative_support\": 1639}, {\"value_label\": \"4\", \"support\": 202, \"support_share\": 0.101, \"cumulative_support\": 1841}, {\"value_label\": \"2\", \"support\": 159, \"support_share\": 0.0795, \"cumulative_support\": 2000}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.35}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef9cb4a59019b304b429734be42b551df8656099
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.488067+00:00",
+  "ended_at": "2026-05-19T16:32:48.491672+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_a2e6fe2937bff4a6",
+    "problem_id": "v2p_n14_98d24c501f66346e",
+    "dataset_id": "n14",
+    "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=target.",
+    "bindings": {
+      "group_col": "target"
+    },
+    "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/n14/sql/v2q_n14_a2e6fe2937bff4a6.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/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a2e6fe2937bff4a6/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/n14/artifacts/v2q_n14_a36400307dbcbd45/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..dddf72a149679f408b3afd74196f40c5144fe5cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:27:06.257614+00:00",
+  "ended_at": "2026-05-19T16:27:14.029101+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_a36400307dbcbd45",
+    "problem_id": "v2p_n14_6a3488580c6d21f6",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_8.",
+    "bindings": {
+      "measure_col": "feature_8",
+      "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": 0.39943,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1",
+      "binding_index=109"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 2,
+    "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/n14/artifacts/v2q_n14_a36400307dbcbd45/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6eeae175a6da7e4c5dd57ffe6857536d60a0d46e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a36400307dbcbd45/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:09.894137+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": 3631.57, "started_at": "2026-05-19T16:27:06.260396+00:00", "ended_at": "2026-05-19T16:27:09.892082+00:00", "prompt_metrics": {"chars": 23752, "bytes_utf8": 23752, "lines": 718, "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\":\"019e410f-fa08-7aa0-b52a-2c1c7bfa067a\"}\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": "2026-05-19T16:27:14.028921+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": 3131.11, "started_at": "2026-05-19T16:27:10.896451+00:00", "ended_at": "2026-05-19T16:27:14.027623+00:00", "prompt_metrics": {"chars": 23752, "bytes_utf8": 23752, "lines": 718, "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\":\"019e4110-0c3c-7671-bee3-bfd65a78deee\"}\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/n14/artifacts/v2q_n14_a43c31ea882c6654/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f101fb9eeb1738cc63ec33c5d4678a645627bb96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_6": "3.2304", "support": 74, "avg_response": 0.7857568918918918}, {"feature_6": "0.14717", "support": 68, "avg_response": 0.9986355882352943}, {"feature_6": "-0.61817", "support": 68, "avg_response": -0.33850867647058824}, {"feature_6": "-0.058381", "support": 53, "avg_response": 1.1398031320754718}, {"feature_6": "1.8601", "support": 45, "avg_response": 0.6844422222222222}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..aa1285e0b56bf1efe40851028b311c3cd6bbb5ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_a43c31ea882c6654
+-- problem_id: v2p_n14_2730c41ba6adc8cb
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_6",
+    COUNT(*) AS support,
+    AVG("feature_4") AS avg_response
+FROM "n14"
+GROUP BY "feature_6"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6055171a58746b1737477189bd610731e5fc305a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_a43c31ea882c6654\n-- problem_id: v2p_n14_2730c41ba6adc8cb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_6\",\n    COUNT(*) AS support,\n    AVG(\"feature_4\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_a43c31ea882c6654\\n-- problem_id: v2p_n14_2730c41ba6adc8cb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_6\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_4\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_6\", \"support\", \"avg_response\"], \"rows\": [{\"feature_6\": \"3.2304\", \"support\": 74, \"avg_response\": 0.7857568918918918}, {\"feature_6\": \"0.14717\", \"support\": 68, \"avg_response\": 0.9986355882352943}, {\"feature_6\": \"-0.61817\", \"support\": 68, \"avg_response\": -0.33850867647058824}, {\"feature_6\": \"-0.058381\", \"support\": 53, \"avg_response\": 1.1398031320754718}, {\"feature_6\": \"1.8601\", \"support\": 45, \"avg_response\": 0.6844422222222222}, {\"feature_6\": \"0.032973\", \"support\": 42, \"avg_response\": 0.7989315238095238}, {\"feature_6\": \"-0.29329\", \"support\": 41, \"avg_response\": 1.2550613902439023}, {\"feature_6\": \"-0.24812\", \"support\": 39, \"avg_response\": 0.9489162564102563}, {\"feature_6\": \"-0.62094\", \"support\": 38, \"avg_response\": -0.29441473684210523}, {\"feature_6\": \"0.76381\", \"support\": 37, \"avg_response\": 1.1507745945945946}, {\"feature_6\": \"-0.63875\", \"support\": 31, \"avg_response\": -0.540498064516129}, {\"feature_6\": \"-0.85786\", \"support\": 31, \"avg_response\": -0.67574}, {\"feature_6\": \"1.1749\", \"support\": 28, \"avg_response\": 0.8980100000000001}, {\"feature_6\": \"-0.3667\", \"support\": 26, \"avg_response\": 0.3331842307692308}, {\"feature_6\": \"-0.62364\", \"support\": 23, \"avg_response\": -0.2912621739130435}, {\"feature_6\": \"-0.64052\", \"support\": 23, \"avg_response\": -0.41526}, {\"feature_6\": \"-0.4238\", \"support\": 22, \"avg_response\": 0.6336555909090908}, {\"feature_6\": \"-0.31354\", \"support\": 21, \"avg_response\": -0.32684452380952383}, {\"feature_6\": \"-0.39693\", \"support\": 19, \"avg_response\": 0.2939742105263157}, {\"feature_6\": \"-0.81997\", \"support\": 18, \"avg_response\": 2.344}, {\"feature_6\": \"-0.33245\", \"support\": 18, \"avg_response\": 0.005924000000000016}, {\"feature_6\": \"0.48975\", \"support\": 16, \"avg_response\": 0.6542303749999999}, {\"feature_6\": \"0.29399\", \"support\": 16, \"avg_response\": 0.631724375}, {\"feature_6\": \"-0.46948\", \"support\": 16, \"avg_response\": 0.349243125}, {\"feature_6\": \"-0.29627\", \"support\": 16, \"avg_response\": -0.2047818125}, {\"feature_6\": \"-0.19541\", \"support\": 15, \"avg_response\": 0.7453594666666666}, {\"feature_6\": \"-0.30215\", \"support\": 15, \"avg_response\": -0.2709894666666666}, {\"feature_6\": \"-0.13313\", \"support\": 14, \"avg_response\": 0.4525264285714286}, {\"feature_6\": \"-0.70184\", \"support\": 14, \"avg_response\": -0.752175}, {\"feature_6\": \"-0.30504\", \"support\": 13, \"avg_response\": -0.3959595384615385}, {\"feature_6\": \"-0.48905\", \"support\": 12, \"avg_response\": 1.0915954166666666}, {\"feature_6\": \"-0.72832\", \"support\": 12, \"avg_response\": -0.206395}, {\"feature_6\": \"-0.64226\", \"support\": 12, \"avg_response\": -0.33260166666666663}, {\"feature_6\": \"-0.31074\", \"support\": 12, \"avg_response\": -0.45756458333333333}, {\"feature_6\": \"-0.58268\", \"support\": 12, \"avg_response\": -0.7425766666666668}, {\"feature_6\": \"-0.88058\", \"support\": 11, \"avg_response\": 1.2426854545454544}, {\"feature_6\": \"-0.53799\", \"support\": 11, \"avg_response\": 0.035046363636363646}, {\"feature_6\": \"-0.5517\", \"support\": 11, \"avg_response\": -0.07360845454545453}, {\"feature_6\": \"-0.29923\", \"support\": 11, \"avg_response\": -0.5201}, {\"feature_6\": \"-0.67503\", \"support\": 11, \"avg_response\": -0.6182963636363636}, {\"feature_6\": \"-0.3079\", \"support\": 10, \"avg_response\": -0.2770455}, {\"feature_6\": \"-0.27897\", \"support\": 10, \"avg_response\": -0.3937684}, {\"feature_6\": \"-0.2577\", \"support\": 10, \"avg_response\": -0.4918221}, {\"feature_6\": \"-0.48434\", \"support\": 9, \"avg_response\": 2.086}, {\"feature_6\": \"0.21568\", \"support\": 9, \"avg_response\": -0.1193691111111111}, {\"feature_6\": \"-0.58693\", \"support\": 9, \"avg_response\": -0.30552111111111113}, {\"feature_6\": \"-0.3218\", \"support\": 9, \"avg_response\": -0.5769237777777778}, {\"feature_6\": \"-0.44784\", \"support\": 8, \"avg_response\": 1.08606625}, {\"feature_6\": \"-0.61535\", \"support\": 8, \"avg_response\": 0.789813125}, {\"feature_6\": \"-0.29028\", \"support\": 8, \"avg_response\": 0.06207475}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.02}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7626e6111df267e2f2e60301adb95574fc11af9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.524384+00:00",
+  "ended_at": "2026-05-19T16:32:48.527354+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_a43c31ea882c6654",
+    "problem_id": "v2p_n14_2730c41ba6adc8cb",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_4, key_col=feature_6.",
+    "bindings": {
+      "key_col": "feature_6",
+      "measure_col": "feature_4",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "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/n14/sql/v2q_n14_a43c31ea882c6654.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/n14/artifacts/v2q_n14_a43c31ea882c6654/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a43c31ea882c6654/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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7e1dc315777ed5aa94c55667db3bf33e0f65894
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/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": "2026-05-19T16:22:57.121924+00:00",
+  "ended_at": "2026-05-19T16:23:01.483558+00:00",
+  "elapsed_ms": 4361.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24004,
+    "bytes_utf8": 24004,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a0d32a363a085d7ed1354394aac87d816786b50c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/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": "2026-05-19T16:23:02.486448+00:00",
+  "ended_at": "2026-05-19T16:23:05.727281+00:00",
+  "elapsed_ms": 3240.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24004,
+    "bytes_utf8": 24004,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb19c3f3afc1ca7b9235b5b923939bb79925dcb6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_37.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_37",
+    "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": -0.16965,
+    "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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb19c3f3afc1ca7b9235b5b923939bb79925dcb6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_42, measure_col=feature_37.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_37",
+    "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": -0.16965,
+    "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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d96725d9aa3209ed96399e0b62a086c783ee366
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-2cd1-7cf3-937e-030891e7fc9f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5a135c5bab0420e23130b9dfc048780af264afb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-2cd1-7cf3-937e-030891e7fc9f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5580e9e400dbdb003aed41a1e0a5c9be653cf53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-41b1-7b51-a4b0-50753d22a088"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..030597b9d5880cebb88f049c635c580b563518cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-41b1-7b51-a4b0-50753d22a088"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/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/n14/artifacts/v2q_n14_a8d800fff54866a1/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/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/n14/artifacts/v2q_n14_a8d800fff54866a1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..89c3ea673d0ea494c0b0b91e364d7588434569ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:22:57.119172+00:00",
+  "ended_at": "2026-05-19T16:23:05.728414+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_a8d800fff54866a1",
+    "problem_id": "v2p_n14_1f7611761774fee9",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_37.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_37",
+      "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": -0.16965,
+      "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=4",
+      "sql_variant_index=2/2",
+      "binding_index=87"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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/n14/artifacts/v2q_n14_a8d800fff54866a1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..130c6cb3843907a653fa7c058bb1e0e3441c68ce
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_a8d800fff54866a1/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:23:01.484676+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": 4361.59, "started_at": "2026-05-19T16:22:57.121924+00:00", "ended_at": "2026-05-19T16:23:01.483558+00:00", "prompt_metrics": {"chars": 24004, "bytes_utf8": 24004, "lines": 720, "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\":\"019e410c-2cd1-7cf3-937e-030891e7fc9f\"}\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": "2026-05-19T16:23:05.728295+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": 3240.78, "started_at": "2026-05-19T16:23:02.486448+00:00", "ended_at": "2026-05-19T16:23:05.727281+00:00", "prompt_metrics": {"chars": 24004, "bytes_utf8": 24004, "lines": 720, "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\":\"019e410c-41b1-7b51-a4b0-50753d22a088\"}\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/n14/artifacts/v2q_n14_abc58e2e5aee2627/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..05884d8d67334c7f1226d22beca2e489d5c24b9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:21:12.295061+00:00",
+  "ended_at": "2026-05-19T16:21:20.947311+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_abc58e2e5aee2627",
+    "problem_id": "v2p_n14_6975ad7ba8de8596",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_30.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_30",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.14384,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=80"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_abc58e2e5aee2627/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..feaf53e5410ea5fa193e3bb6fd7195732a798960
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_abc58e2e5aee2627/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:21:16.644040+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": 4346.17, "started_at": "2026-05-19T16:21:12.297091+00:00", "ended_at": "2026-05-19T16:21:16.643286+00:00", "prompt_metrics": {"chars": 24377, "bytes_utf8": 24377, "lines": 720, "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-9301-74f3-8dc3-bdaf106ad61c\"}\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": "2026-05-19T16:21:20.947226+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": 3300.37, "started_at": "2026-05-19T16:21:17.646102+00:00", "ended_at": "2026-05-19T16:21:20.946511+00:00", "prompt_metrics": {"chars": 24377, "bytes_utf8": 24377, "lines": 720, "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-a7f7-7381-b5ba-f7c9d23e0a6c\"}\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/n14/artifacts/v2q_n14_ae66f75a3779adfe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..42f3002c5a3bfee6301a2b2540456a2837f310f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:18:02.990030+00:00",
+  "ended_at": "2026-05-19T16:18:12.933435+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_ae66f75a3779adfe",
+    "problem_id": "v2p_n14_e7d0e7782916c100",
+    "dataset_id": "n14",
+    "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=feature_15.",
+    "bindings": {
+      "measure_col": "feature_15",
+      "top_k": 10,
+      "top_n": 4,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.11138,
+      "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=6",
+      "sql_variant_index=1/1",
+      "binding_index=65"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "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/n14/artifacts/v2q_n14_ae66f75a3779adfe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8865ef910ae093e8c5d5b62403c0ea2e5d920832
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ae66f75a3779adfe/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:06.747199+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": 3752.52, "started_at": "2026-05-19T16:18:02.993255+00:00", "ended_at": "2026-05-19T16:18:06.745818+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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-afdb-7ab2-b4af-7fc2bfa89e52\"}\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": "2026-05-19T16:18:12.933278+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": 5181.38, "started_at": "2026-05-19T16:18:07.750045+00:00", "ended_at": "2026-05-19T16:18:12.931494+00:00", "prompt_metrics": {"chars": 23989, "bytes_utf8": 23989, "lines": 718, "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-c29a-7e72-9230-f55070873475\"}\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/n14/artifacts/v2q_n14_aea35d5261f9a50c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d92977c432570f0bcf485e61a6848381038b7a95
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:31.899134+00:00",
+  "ended_at": "2026-05-19T16:11:40.428401+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_aea35d5261f9a50c",
+    "problem_id": "v2p_n14_78f5d5038d699d4b",
+    "dataset_id": "n14",
+    "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=feature_42.",
+    "bindings": {
+      "group_col": "feature_42",
+      "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": 0.58994,
+      "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=4",
+      "sql_variant_index=1/1",
+      "binding_index=15"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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/n14/artifacts/v2q_n14_aea35d5261f9a50c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8de7910f360964a0bd1cc80e1b2946799e29d07b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_aea35d5261f9a50c/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:34.801824+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": 2899.55, "started_at": "2026-05-19T16:11:31.901420+00:00", "ended_at": "2026-05-19T16:11:34.801013+00:00", "prompt_metrics": {"chars": 23727, "bytes_utf8": 23727, "lines": 718, "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-b7e7-7d93-9a4c-225994c4868e\"}\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": "2026-05-19T16:11:40.428313+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": 4624.52, "started_at": "2026-05-19T16:11:35.802921+00:00", "ended_at": "2026-05-19T16:11:40.427468+00:00", "prompt_metrics": {"chars": 23727, "bytes_utf8": 23727, "lines": 718, "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-c6fb-7143-adde-26642b96e803\"}\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/n14/artifacts/v2q_n14_b0affa1cd4264d4c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb1b2a73b05d57adcdb77519a77526ebe8abd22f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_3": "0.87701", "support": 92, "avg_response": 1.5361346739130435}, {"feature_3": "-0.50892", "support": 70, "avg_response": -0.4756500000000001}, {"feature_3": "-0.51883", "support": 64, "avg_response": 1.05523078125}, {"feature_3": "2.7381", "support": 55, "avg_response": -0.14649474545454547}, {"feature_3": "-0.98411", "support": 46, "avg_response": 0.06028673913043475}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c4e5bddb2b68114fc717ed9258c503d4da85659d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_b0affa1cd4264d4c
+-- problem_id: v2p_n14_a1cc8c79644ce334
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_3",
+    COUNT(*) AS support,
+    AVG("feature_1") AS avg_response
+FROM "n14"
+GROUP BY "feature_3"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..413d329cfb3b06b4e1f6cf6137d9e78dac5885e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_b0affa1cd4264d4c\n-- problem_id: v2p_n14_a1cc8c79644ce334\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_3\",\n    COUNT(*) AS support,\n    AVG(\"feature_1\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_b0affa1cd4264d4c\\n-- problem_id: v2p_n14_a1cc8c79644ce334\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_3\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_1\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_3\", \"support\", \"avg_response\"], \"rows\": [{\"feature_3\": \"0.87701\", \"support\": 92, \"avg_response\": 1.5361346739130435}, {\"feature_3\": \"-0.50892\", \"support\": 70, \"avg_response\": -0.4756500000000001}, {\"feature_3\": \"-0.51883\", \"support\": 64, \"avg_response\": 1.05523078125}, {\"feature_3\": \"2.7381\", \"support\": 55, \"avg_response\": -0.14649474545454547}, {\"feature_3\": \"-0.98411\", \"support\": 46, \"avg_response\": 0.06028673913043475}, {\"feature_3\": \"-0.47475\", \"support\": 46, \"avg_response\": -0.4495}, {\"feature_3\": \"0.25664\", \"support\": 42, \"avg_response\": 0.8900589285714285}, {\"feature_3\": \"-0.61188\", \"support\": 41, \"avg_response\": 1.5233458536585365}, {\"feature_3\": \"-0.57052\", \"support\": 39, \"avg_response\": 0.6798558974358974}, {\"feature_3\": \"-0.23966\", \"support\": 37, \"avg_response\": 1.0262079189189188}, {\"feature_3\": \"-0.45236\", \"support\": 31, \"avg_response\": 1.0757075483870966}, {\"feature_3\": \"-0.053546\", \"support\": 28, \"avg_response\": 0.5480547499999999}, {\"feature_3\": \"-0.5462\", \"support\": 28, \"avg_response\": -0.1618814285714286}, {\"feature_3\": \"-0.52222\", \"support\": 28, \"avg_response\": -0.53685}, {\"feature_3\": \"-0.36373\", \"support\": 24, \"avg_response\": 1.0631242916666666}, {\"feature_3\": \"-0.44128\", \"support\": 23, \"avg_response\": -0.42388000000000003}, {\"feature_3\": \"-0.69778\", \"support\": 21, \"avg_response\": 1.6100800000000002}, {\"feature_3\": \"-0.038121\", \"support\": 20, \"avg_response\": -0.76965}, {\"feature_3\": \"-0.4986\", \"support\": 18, \"avg_response\": -0.4983283333333334}, {\"feature_3\": \"2.4363\", \"support\": 14, \"avg_response\": 1.7628714285714284}, {\"feature_3\": \"-0.54904\", \"support\": 14, \"avg_response\": -0.5027942857142857}, {\"feature_3\": \"-0.71823\", \"support\": 13, \"avg_response\": 1.6329092307692306}, {\"feature_3\": \"-0.15694\", \"support\": 13, \"avg_response\": 0.23913853846153849}, {\"feature_3\": \"-0.11558\", \"support\": 13, \"avg_response\": -0.33852923076923075}, {\"feature_3\": \"2.3002\", \"support\": 13, \"avg_response\": -0.83039}, {\"feature_3\": \"-0.75147\", \"support\": 12, \"avg_response\": 1.0441975}, {\"feature_3\": \"-0.82227\", \"support\": 12, \"avg_response\": -0.6970708333333334}, {\"feature_3\": \"0.50479\", \"support\": 11, \"avg_response\": 0.964730909090909}, {\"feature_3\": \"-0.048406\", \"support\": 11, \"avg_response\": -0.76965}, {\"feature_3\": \"-0.86003\", \"support\": 11, \"avg_response\": -0.8550972727272727}, {\"feature_3\": \"-0.59229\", \"support\": 10, \"avg_response\": 0.4254619999999999}, {\"feature_3\": \"-0.47069\", \"support\": 10, \"avg_response\": -0.1662147}, {\"feature_3\": \"2.4455\", \"support\": 8, \"avg_response\": 1.76355}, {\"feature_3\": \"0.11067\", \"support\": 8, \"avg_response\": 0.22309624999999997}, {\"feature_3\": \"-0.60428\", \"support\": 8, \"avg_response\": -0.6801275}, {\"feature_3\": \"2.3659\", \"support\": 8, \"avg_response\": -0.87161}, {\"feature_3\": \"-0.1436\", \"support\": 7, \"avg_response\": -0.40191}, {\"feature_3\": \"-0.47531\", \"support\": 7, \"avg_response\": -0.50021}, {\"feature_3\": \"-0.56649\", \"support\": 7, \"avg_response\": -0.7970057142857143}, {\"feature_3\": \"2.3457\", \"support\": 6, \"avg_response\": 1.6811}, {\"feature_3\": \"-0.64572\", \"support\": 6, \"avg_response\": 1.3251439999999999}, {\"feature_3\": \"-0.80686\", \"support\": 6, \"avg_response\": 1.1771901666666664}, {\"feature_3\": \"-0.54953\", \"support\": 6, \"avg_response\": -0.12760466666666667}, {\"feature_3\": \"-0.56029\", \"support\": 6, \"avg_response\": -0.14152}, {\"feature_3\": \"0.14384\", \"support\": 6, \"avg_response\": -0.16138}, {\"feature_3\": \"0.062774\", \"support\": 6, \"avg_response\": -0.22922}, {\"feature_3\": \"-0.60621\", \"support\": 6, \"avg_response\": -0.2514516666666667}, {\"feature_3\": \"0.031049\", \"support\": 6, \"avg_response\": -0.3968}, {\"feature_3\": \"-0.77731\", \"support\": 6, \"avg_response\": -0.4130683333333333}, {\"feature_3\": \"-0.76515\", \"support\": 6, \"avg_response\": -0.4334266666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.04}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..35468dc25083e33df0967e8dbbf94b935bff5d34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.517455+00:00",
+  "ended_at": "2026-05-19T16:32:48.520435+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_b0affa1cd4264d4c",
+    "problem_id": "v2p_n14_a1cc8c79644ce334",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_1, key_col=feature_3.",
+    "bindings": {
+      "key_col": "feature_3",
+      "measure_col": "feature_1",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=2",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 2,
+    "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/n14/sql/v2q_n14_b0affa1cd4264d4c.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/n14/artifacts/v2q_n14_b0affa1cd4264d4c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b0affa1cd4264d4c/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/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b5bdfea1d4849d2af0bad70d7e4cfea4e50c8ccc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:06.262895+00:00",
+  "ended_at": "2026-05-19T16:29:14.038789+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_b4f2e697f15e4ad7",
+    "problem_id": "v2p_n14_e6d89a5392a4e5db",
+    "dataset_id": "n14",
+    "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=feature_42.",
+    "bindings": {
+      "group_col": "feature_42",
+      "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": 0.020912,
+      "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/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a93d6863b24ab41e9888d009ba5f9c0ea6c9ad03
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b4f2e697f15e4ad7/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:10.041523+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": 3774.67, "started_at": "2026-05-19T16:29:06.265727+00:00", "ended_at": "2026-05-19T16:29:10.040433+00:00", "prompt_metrics": {"chars": 23810, "bytes_utf8": 23810, "lines": 718, "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-cedc-7420-86d1-ce68c8cf908e\"}\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": "2026-05-19T16:29:14.038597+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": 2992.68, "started_at": "2026-05-19T16:29:11.044106+00:00", "ended_at": "2026-05-19T16:29:14.036864+00:00", "prompt_metrics": {"chars": 23810, "bytes_utf8": 23810, "lines": 718, "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-e160-7302-a744-b0f4dd4978af\"}\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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9c69589d0397c42b1e4360bd59663ece7b06198
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/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": "2026-05-19T16:22:36.339919+00:00",
+  "ended_at": "2026-05-19T16:22:43.662724+00:00",
+  "elapsed_ms": 7322.77,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6652d7103acbbe6777ef87111f4e505850b2c5ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/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": "2026-05-19T16:22:44.666279+00:00",
+  "ended_at": "2026-05-19T16:22:48.059672+00:00",
+  "elapsed_ms": 3393.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..698d37c0c8030d91028a8c941a7b046fec3256d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_36.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_36",
+    "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": -0.09507,
+    "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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..698d37c0c8030d91028a8c941a7b046fec3256d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_36.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_36",
+    "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": -0.09507,
+    "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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73a8cd9ca7f70d6e9072869bfe3356020bf278db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-dbc9-7df3-b055-24470efbb9fc"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b17eace302a0e00bb68edb01c53be7e1f870bf2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-dbc9-7df3-b055-24470efbb9fc"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b2d136bd1c28adb9be543982278a6b93bbd5939
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-fc36-7b32-9ab9-d31be126535f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c73d05729aafb474fcc83f4bbc5d42184071db39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-fc36-7b32-9ab9-d31be126535f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/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/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b5fe61e4ad799dbb/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/n14/artifacts/v2q_n14_b64744bf0786dfc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c5e6dddfbcb7c599958911a7dec8559c66b9b43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:23:24.000376+00:00",
+  "ended_at": "2026-05-19T16:23:32.114484+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_b64744bf0786dfc0",
+    "problem_id": "v2p_n14_4445ec45168580e1",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_39.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_39",
+      "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": -0.053167,
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=89"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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/n14/artifacts/v2q_n14_b64744bf0786dfc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..50e6e8147b04574bbd7613e822acdc0e3752d74e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b64744bf0786dfc0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:23:27.504735+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": 3500.35, "started_at": "2026-05-19T16:23:24.003238+00:00", "ended_at": "2026-05-19T16:23:27.503628+00:00", "prompt_metrics": {"chars": 23993, "bytes_utf8": 23993, "lines": 720, "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\":\"019e410c-960d-7ce2-8ce5-bf6e99150908\"}\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": "2026-05-19T16:23:32.114370+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": 3604.79, "started_at": "2026-05-19T16:23:28.508374+00:00", "ended_at": "2026-05-19T16:23:32.113226+00:00", "prompt_metrics": {"chars": 23993, "bytes_utf8": 23993, "lines": 720, "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\":\"019e410c-a792-7890-a77d-84d2ce523ad1\"}\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/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..8fa3edfcb3acdc91b4b4f660b8a1a6f072126968
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:09:21.936546+00:00",
+  "ended_at": "2026-05-19T16:09:30.687549+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_b9b46dacf52c7ac4",
+    "problem_id": "v2p_n14_4220b35c1c280181",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_3.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_3",
+      "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": 0.25664,
+      "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=3",
+      "sql_variant_index=1/2",
+      "binding_index=2"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "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/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b7f4ff33b135633b30fc30a7e460ccadc35cc0fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_b9b46dacf52c7ac4/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:26.669797+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": 4730.21, "started_at": "2026-05-19T16:09:21.938705+00:00", "ended_at": "2026-05-19T16:09:26.668947+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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-bc21-7992-8107-1e687b527edf\"}\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": "2026-05-19T16:09:30.687454+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": 3015.67, "started_at": "2026-05-19T16:09:27.670935+00:00", "ended_at": "2026-05-19T16:09:30.686642+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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-d29c-7150-9232-daeee5fc9b36\"}\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/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a8c980d7d998368105c12cf3c5d28294a4c3e496
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:27:14.029764+00:00",
+  "ended_at": "2026-05-19T16:27:21.556648+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_baa9d0a5fb05e1f1",
+    "problem_id": "v2p_n14_02267d34cec357d0",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_9.",
+    "bindings": {
+      "measure_col": "feature_9",
+      "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": 0.16624,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/1",
+      "binding_index=110"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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",
+  "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/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..40e6e6467158611c212107e41ace5e115285e758
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_baa9d0a5fb05e1f1/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:17.420731+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": 3386.67, "started_at": "2026-05-19T16:27:14.033040+00:00", "ended_at": "2026-05-19T16:27:17.419747+00:00", "prompt_metrics": {"chars": 23753, "bytes_utf8": 23753, "lines": 718, "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\":\"019e4110-186a-7480-8e47-30c40235a9e4\"}\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": "2026-05-19T16:27:21.556549+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": 3132.27, "started_at": "2026-05-19T16:27:18.423250+00:00", "ended_at": "2026-05-19T16:27:21.555579+00:00", "prompt_metrics": {"chars": 23753, "bytes_utf8": 23753, "lines": 718, "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\":\"019e4110-299d-7f30-a19d-bc023d51507c\"}\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/n14/artifacts/v2q_n14_bc712c3048800898/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..562b8bfcfe70c425211c059482262a32e7e2ba5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:10.308522+00:00",
+  "ended_at": "2026-05-19T16:13:17.369547+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_bc712c3048800898",
+    "problem_id": "v2p_n14_dd5434ac80b950b7",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_29.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_29",
+      "item_col": "feature_30",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.015794,
+      "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=5",
+      "sql_variant_index=1/2",
+      "binding_index=28"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_bc712c3048800898/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..674f9bbb5d2e3a9f46b65ce59c0f66588c6cda89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bc712c3048800898/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:13.157540+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": 2846.11, "started_at": "2026-05-19T16:13:10.310642+00:00", "ended_at": "2026-05-19T16:13:13.156782+00:00", "prompt_metrics": {"chars": 24235, "bytes_utf8": 24235, "lines": 722, "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\":\"019e4103-3819-7ca2-ba32-968fca1d4eab\"}\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": "2026-05-19T16:13:17.369457+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": 3209.93, "started_at": "2026-05-19T16:13:14.158713+00:00", "ended_at": "2026-05-19T16:13:17.368676+00:00", "prompt_metrics": {"chars": 24235, "bytes_utf8": 24235, "lines": 722, "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\":\"019e4103-4719-7e31-ad0f-972ff147584f\"}\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/n14/artifacts/v2q_n14_bd2aa2ac000e0652/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b58c9921e8ba049fe5ba4befafb4f73ffaf259b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:15:47.982129+00:00",
+  "ended_at": "2026-05-19T16:15:55.007936+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_bd2aa2ac000e0652",
+    "problem_id": "v2p_n14_7e5a7a8d809842e0",
+    "dataset_id": "n14",
+    "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=feature_33, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_33",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": -0.08739,
+      "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/n14/artifacts/v2q_n14_bd2aa2ac000e0652/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8ef7012d5ba56190db92a5ca0963423dd0ce2e91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bd2aa2ac000e0652/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:51.180110+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": 3195.05, "started_at": "2026-05-19T16:15:47.984308+00:00", "ended_at": "2026-05-19T16:15:51.179382+00:00", "prompt_metrics": {"chars": 24620, "bytes_utf8": 24620, "lines": 723, "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-a032-7d10-8562-037cafd9e771\"}\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": "2026-05-19T16:15:55.007850+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": 2824.65, "started_at": "2026-05-19T16:15:52.182308+00:00", "ended_at": "2026-05-19T16:15:55.007052+00:00", "prompt_metrics": {"chars": 24620, "bytes_utf8": 24620, "lines": 723, "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-b081-7b71-8e7a-28d5cb26a72e\"}\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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..235e6f62211a7329c7ad11ce7b80a9cc238bf5cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:27.655611+00:00",
+  "ended_at": "2026-05-19T16:28:31.056875+00:00",
+  "elapsed_ms": 3401.22,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23807,
+    "bytes_utf8": 23807,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..59fbeaa8cb3bedd880db015731a7739a86ef1b14
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T16:28:32.061054+00:00",
+  "ended_at": "2026-05-19T16:28:35.470249+00:00",
+  "elapsed_ms": 3409.12,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23807,
+    "bytes_utf8": 23807,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b3ad9d59dfdba2b206eb40def07e9a3a76b0793
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.51334,
+    "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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5b3ad9d59dfdba2b206eb40def07e9a3a76b0793
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
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+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
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+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
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+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
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+      "feature_8": "0.39943",
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+      "feature_11": "-0.674",
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+      "feature_51": "0.73721",
+      "target": "3"
+    },
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+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
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+      "feature_31": "-0.10496",
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+      "feature_33": "-0.092482",
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+      "feature_35": "-0.42105",
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+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
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+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
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+      "feature_42": "-0.16374",
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+      "feature_45": "0.002878",
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+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
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+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.51334,
+    "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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd4b4d28720d349ce861194c291b7f35d0512b21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-37ec-7ff1-bfef-bc9db87ecc7b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..701a7b23a9dc43c9d9e1872f7e0a54af032487db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-37ec-7ff1-bfef-bc9db87ecc7b"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c88e4a69238395a28daef281961e02b875907f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-492a-7e53-9936-a8820ff7c8cb"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c50289af04d02d9b16510f691ca5cf5eba89715f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4111-492a-7e53-9936-a8820ff7c8cb"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/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/n14/artifacts/v2q_n14_bdc4be0d241326f8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/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/n14/artifacts/v2q_n14_bdc4be0d241326f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5dbf472130be6dd2a429d3cecc515b4ad73bacd2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:27.652798+00:00",
+  "ended_at": "2026-05-19T16:28:35.471408+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_bdc4be0d241326f8",
+    "problem_id": "v2p_n14_69d5585d37bd36e2",
+    "dataset_id": "n14",
+    "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=feature_33.",
+    "bindings": {
+      "group_col": "feature_33",
+      "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": 0.51334,
+      "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=2",
+      "sql_variant_index=1/2",
+      "binding_index=121"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_bdc4be0d241326f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cfad7e453086cc606f829aacd12888a0bdc1cfc2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bdc4be0d241326f8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:28:31.058111+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": 3401.22, "started_at": "2026-05-19T16:28:27.655611+00:00", "ended_at": "2026-05-19T16:28:31.056875+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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\":\"019e4111-37ec-7ff1-bfef-bc9db87ecc7b\"}\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": "2026-05-19T16:28:35.471298+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": 3409.12, "started_at": "2026-05-19T16:28:32.061054+00:00", "ended_at": "2026-05-19T16:28:35.470249+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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\":\"019e4111-492a-7e53-9936-a8820ff7c8cb\"}\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/n14/artifacts/v2q_n14_be21f0388d5f47fb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..205fd7d530a210811d7b2d617849bce70ac61690
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:48.527040+00:00",
+  "ended_at": "2026-05-19T16:25:56.152297+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_be21f0388d5f47fb",
+    "problem_id": "v2p_n14_824c31c7e7cf0c23",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_42, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_42",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.305617,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=2/2",
+      "binding_index=99"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c2db54fcbf9a7946e518d0f05723eeb2d3d8647
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_be21f0388d5f47fb/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:51.606427+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": 3074.37, "started_at": "2026-05-19T16:25:48.530837+00:00", "ended_at": "2026-05-19T16:25:51.605254+00:00", "prompt_metrics": {"chars": 24058, "bytes_utf8": 24058, "lines": 723, "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\":\"019e410e-ca70-7cc0-b476-0f4a5fcbd76d\"}\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": "2026-05-19T16:25:56.152179+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": 3541.63, "started_at": "2026-05-19T16:25:52.609476+00:00", "ended_at": "2026-05-19T16:25:56.151167+00:00", "prompt_metrics": {"chars": 24058, "bytes_utf8": 24058, "lines": 723, "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\":\"019e410e-da7c-7f63-b71b-cf31e845bf17\"}\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/n14/artifacts/v2q_n14_bfdd74de906c0e8d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c24f11265b0488778c7a1af4833d92105b5421f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:16.682794+00:00",
+  "ended_at": "2026-05-19T16:25:24.621290+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_bfdd74de906c0e8d",
+    "problem_id": "v2p_n14_2acb7e64a6dcdd64",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=feature_33, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_33",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": -0.165945,
+      "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=2",
+      "sql_variant_index=2/2",
+      "binding_index=97"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_bfdd74de906c0e8d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..54f19cfc124b5b4f0f1a3a5d119d1a2d4481abd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfdd74de906c0e8d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:19.976469+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": 3288.53, "started_at": "2026-05-19T16:25:16.686513+00:00", "ended_at": "2026-05-19T16:25:19.975085+00:00", "prompt_metrics": {"chars": 24059, "bytes_utf8": 24059, "lines": 723, "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\":\"019e410e-4e14-72c1-9d0e-09ec26cc1476\"}\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": "2026-05-19T16:25:24.621185+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": 3641.74, "started_at": "2026-05-19T16:25:20.978428+00:00", "ended_at": "2026-05-19T16:25:24.620221+00:00", "prompt_metrics": {"chars": 24059, "bytes_utf8": 24059, "lines": 723, "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\":\"019e410e-5edb-7692-b8dd-0786156e8640\"}\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/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e04b63df0977873e432bdf082895311c242f1032
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:31:20.990510+00:00",
+  "ended_at": "2026-05-19T16:31:29.046307+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_bfe732f0d9efe3f5",
+    "problem_id": "v2p_n14_8a12fee95313f74b",
+    "dataset_id": "n14",
+    "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": "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 direction_consistency with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_34",
+      "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": -0.22559,
+      "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=4",
+      "sql_variant_index=2/2",
+      "binding_index=135"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "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/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cc667e76b834e3dfb50f083e7e20f66f4db97417
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_bfe732f0d9efe3f5/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:24.331734+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": 3336.99, "started_at": "2026-05-19T16:31:20.993712+00:00", "ended_at": "2026-05-19T16:31:24.330753+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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-dd11-7223-8021-4a1a8caa0ea0\"}\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": "2026-05-19T16:31:29.046176+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": 3710.89, "started_at": "2026-05-19T16:31:25.334173+00:00", "ended_at": "2026-05-19T16:31:29.045124+00:00", "prompt_metrics": {"chars": 23909, "bytes_utf8": 23909, "lines": 720, "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-ee1d-7a32-8877-3ca2e3ff5c74\"}\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/n14/artifacts/v2q_n14_c03bc4319d0a051d/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2372f34c8395f0d7b6308e049e190db9a8f51969
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.22559", "support": 1728, "support_share": 0.864, "cumulative_support": 1728}, {"value_label": "0.18591", "support": 103, "support_share": 0.0515, "cumulative_support": 1831}, {"value_label": "0.5974", "support": 60, "support_share": 0.03, "cumulative_support": 1891}, {"value_label": "1.0089", "support": 31, "support_share": 0.0155, "cumulative_support": 1922}, {"value_label": "1.4204", "support": 16, "support_share": 0.008, "cumulative_support": 1938}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c91c1b09f370cb8431b6f3894d7982795b7f3bae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/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: n14
+-- 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_n14_c03bc4319d0a051d
+-- problem_id: v2p_n14_f85cebb176df34a8
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_34" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_34"
+), 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/n14/artifacts/v2q_n14_c03bc4319d0a051d/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..47548d0c9c4daf2fbf864399de2e5f59a6841f96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/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: n14\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_n14_c03bc4319d0a051d\n-- problem_id: v2p_n14_f85cebb176df34a8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_34\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_34\"\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: n14\\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_n14_c03bc4319d0a051d\\n-- problem_id: v2p_n14_f85cebb176df34a8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_34\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_34\\\"\\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\": \"-0.22559\", \"support\": 1728, \"support_share\": 0.864, \"cumulative_support\": 1728}, {\"value_label\": \"0.18591\", \"support\": 103, \"support_share\": 0.0515, \"cumulative_support\": 1831}, {\"value_label\": \"0.5974\", \"support\": 60, \"support_share\": 0.03, \"cumulative_support\": 1891}, {\"value_label\": \"1.0089\", \"support\": 31, \"support_share\": 0.0155, \"cumulative_support\": 1922}, {\"value_label\": \"1.4204\", \"support\": 16, \"support_share\": 0.008, \"cumulative_support\": 1938}, {\"value_label\": \"1.8319\", \"support\": 16, \"support_share\": 0.008, \"cumulative_support\": 1954}, {\"value_label\": \"2.2434\", \"support\": 7, \"support_share\": 0.0035, \"cumulative_support\": 1961}, {\"value_label\": \"2.6549\", \"support\": 6, \"support_share\": 0.003, \"cumulative_support\": 1967}, {\"value_label\": \"3.4779\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1971}, {\"value_label\": \"3.8894\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1975}, {\"value_label\": \"6.3583\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1979}, {\"value_label\": \"3.0664\", \"support\": 3, \"support_share\": 0.0015, \"cumulative_support\": 1982}, {\"value_label\": \"4.3009\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1984}, {\"value_label\": \"5.1238\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1986}, {\"value_label\": \"5.5353\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1988}, {\"value_label\": \"5.9468\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1990}, {\"value_label\": \"9.2388\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1992}, {\"value_label\": \"10.062\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1993}, {\"value_label\": \"11.296\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1994}, {\"value_label\": \"12.119\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1995}, {\"value_label\": \"13.765\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1996}, {\"value_label\": \"15.411\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1997}, {\"value_label\": \"4.7123\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1998}, {\"value_label\": \"7.1813\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1999}, {\"value_label\": \"8.0043\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 2000}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.46}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9133746d64e8aef6e3a365efce2aca75f06a31f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.474440+00:00",
+  "ended_at": "2026-05-19T16:32:48.476839+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c03bc4319d0a051d",
+    "problem_id": "v2p_n14_f85cebb176df34a8",
+    "dataset_id": "n14",
+    "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=feature_34.",
+    "bindings": {
+      "group_col": "feature_34"
+    },
+    "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/n14/sql/v2q_n14_c03bc4319d0a051d.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/n14/artifacts/v2q_n14_c03bc4319d0a051d/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c03bc4319d0a051d/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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcf7023af147e3ae9d2936fe898a9c87c255869f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/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": "2026-05-19T16:14:00.733339+00:00",
+  "ended_at": "2026-05-19T16:14:03.760324+00:00",
+  "elapsed_ms": 3026.96,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24236,
+    "bytes_utf8": 24236,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..272d3b387df0ca00f7da95ae9ac402078ee63108
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/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": "2026-05-19T16:14:04.762436+00:00",
+  "ended_at": "2026-05-19T16:14:08.523904+00:00",
+  "elapsed_ms": 3761.43,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24236,
+    "bytes_utf8": 24236,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..00cc818af736a98b241b0a5e1a7c665acae59b4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_33, measure_col=feature_32.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_32",
+    "item_col": "feature_34",
+    "top_k": 16,
+    "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": 0.65202,
+    "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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..00cc818af736a98b241b0a5e1a7c665acae59b4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_33, measure_col=feature_32.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_32",
+    "item_col": "feature_34",
+    "top_k": 16,
+    "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": 0.65202,
+    "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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8869febb1b3ddea501b2fe89b2966415303128a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-fd25-77d2-8f9e-7bb66b5ed11c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..354707e71ad4d564e7233b2f73217e1c3594243b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4103-fd25-77d2-8f9e-7bb66b5ed11c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6de1c168ddeabc7e952e32b28b0d96e66330d506
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-0cfd-71e1-b0bd-d0135afa85d6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e68555b28dfa286ca7f15070b3f60e5846179e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-0cfd-71e1-b0bd-d0135afa85d6"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e5c9e6becf73270a2efaf2834b9326a54a0acf16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:00.730806+00:00",
+  "ended_at": "2026-05-19T16:14:08.524750+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c1def0cb3282fe3b",
+    "problem_id": "v2p_n14_1a81788a63ec9c60",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_32.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_32",
+      "item_col": "feature_34",
+      "top_k": 16,
+      "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": 0.65202,
+      "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=2/2",
+      "binding_index=31"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "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/n14/artifacts/v2q_n14_c1def0cb3282fe3b/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b235f1e8b8095e1af08cd9ffc34d2f03cf8bbcfc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c1def0cb3282fe3b/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:03.761108+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": 3026.96, "started_at": "2026-05-19T16:14:00.733339+00:00", "ended_at": "2026-05-19T16:14:03.760324+00:00", "prompt_metrics": {"chars": 24236, "bytes_utf8": 24236, "lines": 722, "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-fd25-77d2-8f9e-7bb66b5ed11c\"}\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": "2026-05-19T16:14:08.524661+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": 3761.43, "started_at": "2026-05-19T16:14:04.762436+00:00", "ended_at": "2026-05-19T16:14:08.523904+00:00", "prompt_metrics": {"chars": 24236, "bytes_utf8": 24236, "lines": 722, "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\":\"019e4104-0cfd-71e1-b0bd-d0135afa85d6\"}\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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..081c71ad08527c1d213457acb9ff2c3f8302833d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/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": "2026-05-19T16:31:13.200255+00:00",
+  "ended_at": "2026-05-19T16:31:16.635838+00:00",
+  "elapsed_ms": 3435.54,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23904,
+    "bytes_utf8": 23904,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf822329b6c5ce001dd106508582761a8bb13e61
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/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": "2026-05-19T16:31:17.640887+00:00",
+  "ended_at": "2026-05-19T16:31:20.988743+00:00",
+  "elapsed_ms": 3347.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23904,
+    "bytes_utf8": 23904,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b861e1b4f9f3962afa7874c6cce153362a9f51ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_42, measure_col=feature_34.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_34",
+    "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": -0.22559,
+    "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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b861e1b4f9f3962afa7874c6cce153362a9f51ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
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+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
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+      "feature_12": "-0.26728",
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+      "feature_37": "-0.40052",
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+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_window_partition_avg",
+    "template_name": "Window Partition Average",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT DISTINCT {group_col},\n       AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;",
+    "required_roles": [
+      "group_col",
+      "measure_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=feature_42, measure_col=feature_34.",
+  "planned_template_id": "tpl_m4_window_partition_avg",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_34",
+    "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": -0.22559,
+    "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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df4a244069a0340b5361b9be797de6f318129d6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-bec1-7d12-948c-ce862f35686e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cab14c3fe401f7c9d053ca1a5d36038d7a6ae70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-bec1-7d12-948c-ce862f35686e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7508e7785091d5c8e6358880502a5c28629edde
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-d00b-7b32-ab1c-0eb348bdf6bb"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f46c4f0d42def476e4284215e8bb041e58252a93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4113-d00b-7b32-ab1c-0eb348bdf6bb"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/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/n14/artifacts/v2q_n14_c48328f6e5179816/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/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/n14/artifacts/v2q_n14_c48328f6e5179816/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4edd62d6e465d4043e2aa112099edfd61e36dab1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:31:13.197516+00:00",
+  "ended_at": "2026-05-19T16:31:20.990041+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c48328f6e5179816",
+    "problem_id": "v2p_n14_189f1721796887b0",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_34",
+      "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": -0.22559,
+      "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=4",
+      "sql_variant_index=1/2",
+      "binding_index=135"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 12,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..84d4c1fd4f9842fc16d49d0ad72efd94b50a3686
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c48328f6e5179816/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:31:16.637926+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": 3435.54, "started_at": "2026-05-19T16:31:13.200255+00:00", "ended_at": "2026-05-19T16:31:16.635838+00:00", "prompt_metrics": {"chars": 23904, "bytes_utf8": 23904, "lines": 720, "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-bec1-7d12-948c-ce862f35686e\"}\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": "2026-05-19T16:31:20.989913+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": 3347.78, "started_at": "2026-05-19T16:31:17.640887+00:00", "ended_at": "2026-05-19T16:31:20.988743+00:00", "prompt_metrics": {"chars": 23904, "bytes_utf8": 23904, "lines": 720, "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-d00b-7b32-ab1c-0eb348bdf6bb\"}\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/n14/artifacts/v2q_n14_c57ede94b0febfad/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1dae282443893e1507d88aa9ef78d55d00c7e2f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_16": "0.58994", "support": 53, "avg_response": 0.41737226415094336}, {"feature_16": "0.5933", "support": 16, "avg_response": 0.44389}, {"feature_16": "0.51388", "support": 14, "avg_response": 0.83152}, {"feature_16": "0.57901", "support": 14, "avg_response": 0.4400642857142857}, {"feature_16": "0.82226", "support": 12, "avg_response": 0.8315199999999999}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c34a014a643e83f5ad3ecc69e3dd034835f32ba6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_c57ede94b0febfad
+-- problem_id: v2p_n14_9f30666c3aea294f
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_16",
+    COUNT(*) AS support,
+    AVG("feature_2") AS avg_response
+FROM "n14"
+GROUP BY "feature_16"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8bf68148190b7407952481b56b176ef13ca1587d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_c57ede94b0febfad\n-- problem_id: v2p_n14_9f30666c3aea294f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_16\",\n    COUNT(*) AS support,\n    AVG(\"feature_2\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_c57ede94b0febfad\\n-- problem_id: v2p_n14_9f30666c3aea294f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_16\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_16\", \"support\", \"avg_response\"], \"rows\": [{\"feature_16\": \"0.58994\", \"support\": 53, \"avg_response\": 0.41737226415094336}, {\"feature_16\": \"0.5933\", \"support\": 16, \"avg_response\": 0.44389}, {\"feature_16\": \"0.51388\", \"support\": 14, \"avg_response\": 0.83152}, {\"feature_16\": \"0.57901\", \"support\": 14, \"avg_response\": 0.4400642857142857}, {\"feature_16\": \"0.82226\", \"support\": 12, \"avg_response\": 0.8315199999999999}, {\"feature_16\": \"0.29893\", \"support\": 11, \"avg_response\": 0.7496471818181818}, {\"feature_16\": \"0.55744\", \"support\": 11, \"avg_response\": 0.44389}, {\"feature_16\": \"0.56105\", \"support\": 9, \"avg_response\": 0.3506998888888889}, {\"feature_16\": \"0.58245\", \"support\": 9, \"avg_response\": 0.032510000000000004}, {\"feature_16\": \"0.52966\", \"support\": 8, \"avg_response\": -0.13212337500000002}, {\"feature_16\": \"0.59659\", \"support\": 7, \"avg_response\": 0.44735285714285716}, {\"feature_16\": \"0.2282\", \"support\": 7, \"avg_response\": 0.42872714285714286}, {\"feature_16\": \"0.32277\", \"support\": 7, \"avg_response\": 0.12877714285714287}, {\"feature_16\": \"1.9372\", \"support\": 7, \"avg_response\": -0.1320371428571428}, {\"feature_16\": \"-0.63808\", \"support\": 6, \"avg_response\": 0.8089083333333332}, {\"feature_16\": \"0.35957\", \"support\": 6, \"avg_response\": 0.694115}, {\"feature_16\": \"0.20549\", \"support\": 6, \"avg_response\": 0.43117333333333335}, {\"feature_16\": \"0.24363\", \"support\": 6, \"avg_response\": 0.42928000000000005}, {\"feature_16\": \"0.4991\", \"support\": 6, \"avg_response\": 0.13633066666666668}, {\"feature_16\": \"0.65191\", \"support\": 6, \"avg_response\": 0.13008333333333336}, {\"feature_16\": \"0.83794\", \"support\": 6, \"avg_response\": -0.27079333333333333}, {\"feature_16\": \"0.56807\", \"support\": 6, \"avg_response\": -0.884115}, {\"feature_16\": \"-1.3999\", \"support\": 5, \"avg_response\": 0.736002}, {\"feature_16\": \"1.1667\", \"support\": 5, \"avg_response\": 0.66289}, {\"feature_16\": \"0.25143\", \"support\": 5, \"avg_response\": 0.42887000000000003}, {\"feature_16\": \"0.45181\", \"support\": 5, \"avg_response\": 0.107724}, {\"feature_16\": \"0.6121\", \"support\": 5, \"avg_response\": -0.041222}, {\"feature_16\": \"0.56458\", \"support\": 5, \"avg_response\": -0.10376800000000001}, {\"feature_16\": \"0.34004\", \"support\": 5, \"avg_response\": -0.10555220000000001}, {\"feature_16\": \"0.38844\", \"support\": 5, \"avg_response\": -0.1307182}, {\"feature_16\": \"0.15443\", \"support\": 5, \"avg_response\": -0.355878}, {\"feature_16\": \"0.69378\", \"support\": 5, \"avg_response\": -0.544466}, {\"feature_16\": \"0.70748\", \"support\": 5, \"avg_response\": -0.56848}, {\"feature_16\": \"0.63539\", \"support\": 5, \"avg_response\": -0.8020059999999999}, {\"feature_16\": \"0.78311\", \"support\": 5, \"avg_response\": -0.815406}, {\"feature_16\": \"0.7338\", \"support\": 5, \"avg_response\": -0.856456}, {\"feature_16\": \"-1.0332\", \"support\": 5, \"avg_response\": -1.0373800000000002}], \"row_count_returned\": 37, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.19}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a8ce640c76ec117ce7a7cda9df12e7dcb1e5efb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.544781+00:00",
+  "ended_at": "2026-05-19T16:32:48.547855+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c57ede94b0febfad",
+    "problem_id": "v2p_n14_9f30666c3aea294f",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_16.",
+    "bindings": {
+      "key_col": "feature_16",
+      "measure_col": "feature_2",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=10",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 10,
+    "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/n14/sql/v2q_n14_c57ede94b0febfad.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/n14/artifacts/v2q_n14_c57ede94b0febfad/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57ede94b0febfad/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/n14/artifacts/v2q_n14_c57f83d47250ffb7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdd324dd08ff7ea9046c9dc0bdc1d6f5c2b4aac0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:24.772464+00:00",
+  "ended_at": "2026-05-19T16:11:31.898398+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c57f83d47250ffb7",
+    "problem_id": "v2p_n14_76a7342a3d795851",
+    "dataset_id": "n14",
+    "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=feature_34.",
+    "bindings": {
+      "group_col": "feature_34",
+      "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": -0.11138,
+      "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=3",
+      "sql_variant_index=1/1",
+      "binding_index=14"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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",
+  "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/n14/artifacts/v2q_n14_c57f83d47250ffb7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e321009eeddd0a4646b31f62d0896fc629ea15ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c57f83d47250ffb7/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:28.002801+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": 3227.4, "started_at": "2026-05-19T16:11:24.774618+00:00", "ended_at": "2026-05-19T16:11:28.002040+00:00", "prompt_metrics": {"chars": 23729, "bytes_utf8": 23729, "lines": 718, "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\":\"019e4101-9bde-7262-a9a0-a29b701beb41\"}\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": "2026-05-19T16:11:31.898301+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": 2892.91, "started_at": "2026-05-19T16:11:29.004376+00:00", "ended_at": "2026-05-19T16:11:31.897321+00:00", "prompt_metrics": {"chars": 23729, "bytes_utf8": 23729, "lines": 718, "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-ac7e-7810-813e-072f67276416\"}\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/n14/artifacts/v2q_n14_c5a9b5977ee07f95/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff3aa7afa2f51908198d65840e9039ed355236f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_8": "-0.28157", "support": 438, "avg_response": 0.41909805936073063}, {"feature_8": "0.39943", "support": 334, "avg_response": -0.5909557095808383}, {"feature_8": "-0.55397", "support": 239, "avg_response": 0.6514227782426778}, {"feature_8": "-0.82637", "support": 183, "avg_response": 0.83152}, {"feature_8": "-0.41777", "support": 182, "avg_response": 0.3741876098901099}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..093736f4d816d838143d263a17b07fc3c603eef3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_c5a9b5977ee07f95
+-- problem_id: v2p_n14_b7be6fbfb4f455a1
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_8",
+    COUNT(*) AS support,
+    AVG("feature_2") AS avg_response
+FROM "n14"
+GROUP BY "feature_8"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..951dcad889195132c02bcc5808bba1b4c40698a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_c5a9b5977ee07f95\n-- problem_id: v2p_n14_b7be6fbfb4f455a1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_8\",\n    COUNT(*) AS support,\n    AVG(\"feature_2\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_c5a9b5977ee07f95\\n-- problem_id: v2p_n14_b7be6fbfb4f455a1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_8\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_8\", \"support\", \"avg_response\"], \"rows\": [{\"feature_8\": \"-0.28157\", \"support\": 438, \"avg_response\": 0.41909805936073063}, {\"feature_8\": \"0.39943\", \"support\": 334, \"avg_response\": -0.5909557095808383}, {\"feature_8\": \"-0.55397\", \"support\": 239, \"avg_response\": 0.6514227782426778}, {\"feature_8\": \"-0.82637\", \"support\": 183, \"avg_response\": 0.83152}, {\"feature_8\": \"-0.41777\", \"support\": 182, \"avg_response\": 0.3741876098901099}, {\"feature_8\": \"0.12703\", \"support\": 102, \"avg_response\": 0.12990849019607842}, {\"feature_8\": \"-0.009172\", \"support\": 101, \"avg_response\": -0.28002906930693067}, {\"feature_8\": \"-0.14537\", \"support\": 92, \"avg_response\": -0.10214817391304346}, {\"feature_8\": \"0.67183\", \"support\": 84, \"avg_response\": -0.8327376547619048}, {\"feature_8\": \"-0.69017\", \"support\": 41, \"avg_response\": 0.761039268292683}, {\"feature_8\": \"0.26323\", \"support\": 41, \"avg_response\": -1.101525243902439}, {\"feature_8\": \"0.53563\", \"support\": 31, \"avg_response\": -1.3088531612903225}, {\"feature_8\": \"1.2166\", \"support\": 15, \"avg_response\": -2.046618}, {\"feature_8\": \"1.7614\", \"support\": 13, \"avg_response\": -0.8394253076923077}, {\"feature_8\": \"3.3958\", \"support\": 12, \"avg_response\": -0.4699533333333333}, {\"feature_8\": \"1.0804\", \"support\": 12, \"avg_response\": -2.9269841666666667}, {\"feature_8\": \"2.3062\", \"support\": 9, \"avg_response\": -0.05817988888888889}, {\"feature_8\": \"0.80803\", \"support\": 7, \"avg_response\": -3.046714285714286}, {\"feature_8\": \"5.0302\", \"support\": 6, \"avg_response\": 0.3920333333333333}, {\"feature_8\": \"1.3528\", \"support\": 6, \"avg_response\": -2.2475183333333333}, {\"feature_8\": \"2.851\", \"support\": 5, \"avg_response\": -0.47407220000000005}, {\"feature_8\": \"2.9872\", \"support\": 5, \"avg_response\": -1.0569}, {\"feature_8\": \"3.9406\", \"support\": 5, \"avg_response\": -1.1198}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.78}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4200d503b92c042a294502d44dcd060f29084aa1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.527835+00:00",
+  "ended_at": "2026-05-19T16:32:48.530523+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c5a9b5977ee07f95",
+    "problem_id": "v2p_n14_b7be6fbfb4f455a1",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_8.",
+    "bindings": {
+      "key_col": "feature_8",
+      "measure_col": "feature_2",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/sql/v2q_n14_c5a9b5977ee07f95.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/n14/artifacts/v2q_n14_c5a9b5977ee07f95/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c5a9b5977ee07f95/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/n14/artifacts/v2q_n14_c6b6d454421a8948/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d74527ddc48fda43ec25b82baefa616c349c08c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:16:11.056896+00:00",
+  "ended_at": "2026-05-19T16:16:18.542520+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c6b6d454421a8948",
+    "problem_id": "v2p_n14_ba29fa1e822f6e2a",
+    "dataset_id": "n14",
+    "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=feature_33, group_col_2=feature_34.",
+    "bindings": {
+      "group_col": "feature_33",
+      "group_col_2": "feature_34",
+      "predicate_col": "feature_51",
+      "predicate_op": ">=",
+      "predicate_value": 0.65818,
+      "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": 0.65818,
+      "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=3",
+      "sql_variant_index=1/1",
+      "binding_index=50"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "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/n14/artifacts/v2q_n14_c6b6d454421a8948/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6b42567e50a7fb51bec829084525bc7d81338d51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c6b6d454421a8948/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:16:14.358601+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": 3297.16, "started_at": "2026-05-19T16:16:11.060065+00:00", "ended_at": "2026-05-19T16:16:14.357269+00:00", "prompt_metrics": {"chars": 24138, "bytes_utf8": 24138, "lines": 724, "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-faa5-7fe2-aaca-fb5f057384af\"}\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": "2026-05-19T16:16:18.542416+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": 3181.06, "started_at": "2026-05-19T16:16:15.360273+00:00", "ended_at": "2026-05-19T16:16:18.541385+00:00", "prompt_metrics": {"chars": 24138, "bytes_utf8": 24138, "lines": 724, "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\":\"019e4106-0b64-7683-a002-11bd6fde462d\"}\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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e93122c4cc90c3d5f8324b18bef0c33843517a10
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/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": "2026-05-19T16:12:04.144043+00:00",
+  "ended_at": "2026-05-19T16:12:07.977233+00:00",
+  "elapsed_ms": 3833.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23727,
+    "bytes_utf8": 23727,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c68dc852211c5eb66a182376afe0449fe8b01456
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/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": "2026-05-19T16:12:08.979192+00:00",
+  "ended_at": "2026-05-19T16:12:12.602841+00:00",
+  "elapsed_ms": 3623.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23727,
+    "bytes_utf8": 23727,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ece30271480899f40ee740cb7980b096c12b2f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.51334,
+    "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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4ece30271480899f40ee740cb7980b096c12b2f4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.51334,
+    "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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a59ca69c2cbfc94dd6e4f03525be18ac40dff454
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-35bb-7f51-a333-1b3683c3cbda"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1bcb19b6ff864bf4fa7c19618fa8bc93a954838
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-35bb-7f51-a333-1b3683c3cbda"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cfd55ac38ace51b3a5d5be3c66d41c1e53bee1d4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-48a2-7221-8ee7-08acb9a56bb0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e0f259d2fe58dd3ab82428468f9d0c2cae1f0c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4102-48a2-7221-8ee7-08acb9a56bb0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/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/n14/artifacts/v2q_n14_c75610e5d0b9b940/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/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/n14/artifacts/v2q_n14_c75610e5d0b9b940/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f8a775f0d8a4f501d6b8eadcb255c087800884b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:12:04.141702+00:00",
+  "ended_at": "2026-05-19T16:12:12.604091+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_c75610e5d0b9b940",
+    "problem_id": "v2p_n14_232dd458b42a91b5",
+    "dataset_id": "n14",
+    "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=feature_33.",
+    "bindings": {
+      "group_col": "feature_33",
+      "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": 0.51334,
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=19"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 2,
+    "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/n14/artifacts/v2q_n14_c75610e5d0b9b940/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..35711d92bbb34ecc459dd0c07eddee0c7260bc80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c75610e5d0b9b940/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:12:07.978021+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": 3833.16, "started_at": "2026-05-19T16:12:04.144043+00:00", "ended_at": "2026-05-19T16:12:07.977233+00:00", "prompt_metrics": {"chars": 23727, "bytes_utf8": 23727, "lines": 718, "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\":\"019e4102-35bb-7f51-a333-1b3683c3cbda\"}\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": "2026-05-19T16:12:12.603940+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": 3623.61, "started_at": "2026-05-19T16:12:08.979192+00:00", "ended_at": "2026-05-19T16:12:12.602841+00:00", "prompt_metrics": {"chars": 23727, "bytes_utf8": 23727, "lines": 718, "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\":\"019e4102-48a2-7221-8ee7-08acb9a56bb0\"}\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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e82f6bf27c2cb8a3f7c2d0a3d73f7ef2fea36560
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/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": "2026-05-19T16:15:21.315649+00:00",
+  "ended_at": "2026-05-19T16:15:24.680242+00:00",
+  "elapsed_ms": 3364.56,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24622,
+    "bytes_utf8": 24622,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f352a3b7d1948a7a2bc3d66eb7bf7da5f1e692f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/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": "2026-05-19T16:15:25.683217+00:00",
+  "ended_at": "2026-05-19T16:15:29.184068+00:00",
+  "elapsed_ms": 3500.8,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24622,
+    "bytes_utf8": 24622,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6137b0ce86a2fb05f1d3356e2d5993fdc63bf6bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_43, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_43",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": -0.079397,
+    "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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6137b0ce86a2fb05f1d3356e2d5993fdc63bf6bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
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+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
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+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
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+      "feature_11": "-0.674",
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+      "feature_13": "-0.14946",
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+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
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+      "feature_18": "-1.1126",
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+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
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+      "feature_3": "-0.15694",
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+      "feature_15": "-0.10938",
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+      "feature_26": "0.18967",
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+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
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+      "feature_42": "-0.16374",
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+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
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+      "target": "1"
+    },
+    {
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+      "feature_2": "-0.9033",
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+      "feature_5": "-0.87888",
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+      "feature_7": "0.90111",
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+      "feature_9": "0.40448",
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+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
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+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
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+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_43, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_43",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": -0.079397,
+    "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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e0b031ccc10562ff5f200d7c502e107b53a9a675
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-37ed-7d42-b0c8-930798a3e2ee"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8ca10dcdac3f05ce13d3ea6ef142eef27d2c7136
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-37ed-7d42-b0c8-930798a3e2ee"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..044cf1fd0dc91e43857f1d4cbc1169ef3a149117
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-490a-7a90-b6ae-f924db35ce7c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37fdd28bbb4a37549aace94ac1b4accd808ffeaf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4105-490a-7a90-b6ae-f924db35ce7c"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/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/n14/artifacts/v2q_n14_c93a1dea70825291/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_c93a1dea70825291/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/n14/artifacts/v2q_n14_cc2c7d45358cda67/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..19ee0a6c6a5364cdd46d7a8192856061736193ff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:11:08.250282+00:00",
+  "ended_at": "2026-05-19T16:11:17.736519+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_cc2c7d45358cda67",
+    "problem_id": "v2p_n14_613952734967664e",
+    "dataset_id": "n14",
+    "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=feature_10.",
+    "bindings": {
+      "group_col": "feature_10",
+      "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": -0.003804,
+      "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",
+  "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/n14/artifacts/v2q_n14_cc2c7d45358cda67/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b49bcf56d5f74455a480f16612439b2e62fdf4bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cc2c7d45358cda67/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:11:11.838895+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": 3585.42, "started_at": "2026-05-19T16:11:08.252519+00:00", "ended_at": "2026-05-19T16:11:11.837968+00:00", "prompt_metrics": {"chars": 23730, "bytes_utf8": 23730, "lines": 718, "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\":\"019e4101-5b53-7381-87e4-2b82554bc139\"}\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": "2026-05-19T16:11:17.736427+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": 4895.19, "started_at": "2026-05-19T16:11:12.840191+00:00", "ended_at": "2026-05-19T16:11:17.735415+00:00", "prompt_metrics": {"chars": 23730, "bytes_utf8": 23730, "lines": 718, "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\":\"019e4101-6d50-7d51-8fd4-bd9eb8360cf7\"}\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/n14/artifacts/v2q_n14_ccee0b6344907771/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ccde075b4fa8cea85c85250cac75a22293257770
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_11": "-0.79958", "support": 62, "avg_response": 0.4522049032258065}, {"feature_11": "1.3207", "support": 55, "avg_response": 0.054777090909090886}, {"feature_11": "1.8508", "support": 18, "avg_response": 0.87701}, {"feature_11": "1.2359", "support": 18, "avg_response": -0.50892}, {"feature_11": "1.3536", "support": 17, "avg_response": 2.440088235294118}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..501b124f3ac136a0e64e42db3883287723c7e51d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_ccee0b6344907771
+-- problem_id: v2p_n14_78ae5a054b7fb298
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_11",
+    COUNT(*) AS support,
+    AVG("feature_3") AS avg_response
+FROM "n14"
+GROUP BY "feature_11"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4684d66e36ba68ae24ad73e3d99e0fd36a75fbc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_ccee0b6344907771\n-- problem_id: v2p_n14_78ae5a054b7fb298\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_11\",\n    COUNT(*) AS support,\n    AVG(\"feature_3\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_ccee0b6344907771\\n-- problem_id: v2p_n14_78ae5a054b7fb298\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_11\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_3\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_11\", \"support\", \"avg_response\"], \"rows\": [{\"feature_11\": \"-0.79958\", \"support\": 62, \"avg_response\": 0.4522049032258065}, {\"feature_11\": \"1.3207\", \"support\": 55, \"avg_response\": 0.054777090909090886}, {\"feature_11\": \"1.8508\", \"support\": 18, \"avg_response\": 0.87701}, {\"feature_11\": \"1.2359\", \"support\": 18, \"avg_response\": -0.50892}, {\"feature_11\": \"1.3536\", \"support\": 17, \"avg_response\": 2.440088235294118}, {\"feature_11\": \"0.68462\", \"support\": 16, \"avg_response\": -0.402505}, {\"feature_11\": \"-0.77093\", \"support\": 14, \"avg_response\": 2.1187814285714284}, {\"feature_11\": \"3.441\", \"support\": 14, \"avg_response\": 0.87701}, {\"feature_11\": \"0.26056\", \"support\": 14, \"avg_response\": -0.528013}, {\"feature_11\": \"0.47259\", \"support\": 13, \"avg_response\": -0.3780476923076923}, {\"feature_11\": \"-0.070732\", \"support\": 12, \"avg_response\": -0.5022116666666666}, {\"feature_11\": \"1.2412\", \"support\": 12, \"avg_response\": -0.50892}, {\"feature_11\": \"-0.037146\", \"support\": 10, \"avg_response\": 2.34422}, {\"feature_11\": \"2.3809\", \"support\": 10, \"avg_response\": 0.5771643999999999}, {\"feature_11\": \"1.899\", \"support\": 10, \"avg_response\": -0.51883}, {\"feature_11\": \"1.4171\", \"support\": 10, \"avg_response\": -0.5315190000000001}, {\"feature_11\": \"1.4722\", \"support\": 9, \"avg_response\": -0.42347111111111113}, {\"feature_11\": \"1.2363\", \"support\": 9, \"avg_response\": -0.47475}, {\"feature_11\": \"1.2306\", \"support\": 9, \"avg_response\": -0.50892}, {\"feature_11\": \"1.2518\", \"support\": 9, \"avg_response\": -0.50892}, {\"feature_11\": \"-0.77521\", \"support\": 8, \"avg_response\": 2.3659}, {\"feature_11\": \"-0.78161\", \"support\": 8, \"avg_response\": 1.8666475}, {\"feature_11\": \"2.9109\", \"support\": 8, \"avg_response\": 0.87701}, {\"feature_11\": \"1.1087\", \"support\": 8, \"avg_response\": 0.16358374999999997}, {\"feature_11\": \"-0.4462\", \"support\": 8, \"avg_response\": 0.015251250000000022}, {\"feature_11\": \"-0.68179\", \"support\": 8, \"avg_response\": -0.22499}, {\"feature_11\": \"1.3964\", \"support\": 8, \"avg_response\": -0.57052}, {\"feature_11\": \"0.89665\", \"support\": 7, \"avg_response\": 0.15028999999999998}, {\"feature_11\": \"-0.48698\", \"support\": 7, \"avg_response\": -0.053546}, {\"feature_11\": \"1.2258\", \"support\": 7, \"avg_response\": -0.47474999999999995}, {\"feature_11\": \"0.048535\", \"support\": 7, \"avg_response\": -0.5447328571428571}, {\"feature_11\": \"0.9956\", \"support\": 7, \"avg_response\": -0.5462}, {\"feature_11\": \"-0.16349\", \"support\": 7, \"avg_response\": -0.5527408571428571}, {\"feature_11\": \"-0.022145\", \"support\": 7, \"avg_response\": -0.69778}, {\"feature_11\": \"-0.78433\", \"support\": 6, \"avg_response\": 2.5055}, {\"feature_11\": \"1.5327\", \"support\": 6, \"avg_response\": 0.2049423333333333}, {\"feature_11\": \"-0.092814\", \"support\": 6, \"avg_response\": -0.3709633333333333}, {\"feature_11\": \"1.0178\", \"support\": 6, \"avg_response\": -0.47002000000000005}, {\"feature_11\": \"1.2469\", \"support\": 6, \"avg_response\": -0.47475}, {\"feature_11\": \"1.2253\", \"support\": 6, \"avg_response\": -0.50892}, {\"feature_11\": \"1.2465\", \"support\": 6, \"avg_response\": -0.50892}, {\"feature_11\": \"-0.67573\", \"support\": 6, \"avg_response\": -0.58932}, {\"feature_11\": \"-0.004472\", \"support\": 6, \"avg_response\": -0.6517666666666666}, {\"feature_11\": \"1.3492\", \"support\": 5, \"avg_response\": 2.4422400000000004}, {\"feature_11\": \"0.31218\", \"support\": 5, \"avg_response\": 2.1120799999999997}, {\"feature_11\": \"-0.76482\", \"support\": 5, \"avg_response\": 1.827238}, {\"feature_11\": \"-0.94093\", \"support\": 5, \"avg_response\": 1.6053000000000002}, {\"feature_11\": \"-0.91697\", \"support\": 5, \"avg_response\": 1.4019}, {\"feature_11\": \"-0.48292\", \"support\": 5, \"avg_response\": -0.1436}, {\"feature_11\": \"1.231\", \"support\": 5, \"avg_response\": -0.47475000000000006}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.14}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed434b517f0c9da82b2ec2424cf9de7c18b2ccd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.534498+00:00",
+  "ended_at": "2026-05-19T16:32:48.537569+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_ccee0b6344907771",
+    "problem_id": "v2p_n14_78ae5a054b7fb298",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_3, key_col=feature_11.",
+    "bindings": {
+      "key_col": "feature_11",
+      "measure_col": "feature_3",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=7",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_f/n14/sql/v2q_n14_ccee0b6344907771.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/n14/artifacts/v2q_n14_ccee0b6344907771/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ccee0b6344907771/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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cab699f26ec1b2c0cf31ba351bafb774eb42709
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/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": "2026-05-19T16:26:11.604772+00:00",
+  "ended_at": "2026-05-19T16:26:15.051337+00:00",
+  "elapsed_ms": 3446.52,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24042,
+    "bytes_utf8": 24042,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a24a6e9fd19ea942e12840309996c2de295509f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/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": "2026-05-19T16:26:16.055250+00:00",
+  "ended_at": "2026-05-19T16:26:19.165481+00:00",
+  "elapsed_ms": 3110.17,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24042,
+    "bytes_utf8": 24042,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..463e87ca4959e0ea54b74af295b370216010fcd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=target, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "target",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.65818,
+    "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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..463e87ca4959e0ea54b74af295b370216010fcd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
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+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=target, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "target",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.65818,
+    "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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f28253e32397eb07fb7cd7b105d559663aa45e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-2475-7ce2-b676-316a7e56e564"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b76088fd11e7b7948adc740f27b97dd70b76157c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-2475-7ce2-b676-316a7e56e564"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c594928894bfb1e7a1fea070a9b71773fe92e8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-35f2-7fe1-8a3a-f58ec5250924"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67c61f2498be137038e3cb58781f11fdb9bf0c0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-35f2-7fe1-8a3a-f58ec5250924"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/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/n14/artifacts/v2q_n14_ce759840b98d4d36/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/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/n14/artifacts/v2q_n14_ce759840b98d4d36/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a26f345f95b9eac68584e307d3a27b3d78b14c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:11.601378+00:00",
+  "ended_at": "2026-05-19T16:26:19.166671+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_ce759840b98d4d36",
+    "problem_id": "v2p_n14_98cfc42b621c736f",
+    "dataset_id": "n14",
+    "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=target, condition_col=target.",
+    "bindings": {
+      "group_col": "target",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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,
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+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.65818,
+      "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/n14/artifacts/v2q_n14_ce759840b98d4d36/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..87a9e682d21e84d9b9cb28d345712b1fa376de4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ce759840b98d4d36/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:15.052495+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": 3446.52, "started_at": "2026-05-19T16:26:11.604772+00:00", "ended_at": "2026-05-19T16:26:15.051337+00:00", "prompt_metrics": {"chars": 24042, "bytes_utf8": 24042, "lines": 723, "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\":\"019e410f-2475-7ce2-b676-316a7e56e564\"}\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": "2026-05-19T16:26:19.166551+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": 3110.17, "started_at": "2026-05-19T16:26:16.055250+00:00", "ended_at": "2026-05-19T16:26:19.165481+00:00", "prompt_metrics": {"chars": 24042, "bytes_utf8": 24042, "lines": 723, "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\":\"019e410f-35f2-7fe1-8a3a-f58ec5250924\"}\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/n14/artifacts/v2q_n14_cef8304cbe6950cb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e7148b603335c6ae30300b7e94728f6a297e9159
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:15:29.185855+00:00",
+  "ended_at": "2026-05-19T16:15:39.996870+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_cef8304cbe6950cb",
+    "problem_id": "v2p_n14_82df3e83e381a174",
+    "dataset_id": "n14",
+    "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=target, condition_col=target.",
+    "bindings": {
+      "group_col": "target",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": -0.16374,
+      "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=6",
+      "sql_variant_index=1/1",
+      "binding_index=41"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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/n14/artifacts/v2q_n14_cef8304cbe6950cb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ae85b704ee11a493309ba9cd2929243441aa44f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cef8304cbe6950cb/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:32.236130+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": 3046.0, "started_at": "2026-05-19T16:15:29.189395+00:00", "ended_at": "2026-05-19T16:15:32.235426+00:00", "prompt_metrics": {"chars": 24612, "bytes_utf8": 24612, "lines": 723, "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\":\"019e4105-569b-70e1-bb44-b721a3543858\"}\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": "2026-05-19T16:15:39.996781+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": 6757.78, "started_at": "2026-05-19T16:15:33.238161+00:00", "ended_at": "2026-05-19T16:15:39.995987+00:00", "prompt_metrics": {"chars": 24612, "bytes_utf8": 24612, "lines": 723, "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\":\"019e4105-666b-7f70-b3cc-029ef92a82ca\"}\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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b520501622a7dc8d8f9aafad00a02df3599136bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/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": "2026-05-19T16:29:59.505721+00:00",
+  "ended_at": "2026-05-19T16:30:03.193550+00:00",
+  "elapsed_ms": 3687.78,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb0af5553e2ecb8c32230f6b0e4cd223e348c67d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/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": "2026-05-19T16:30:04.196661+00:00",
+  "ended_at": "2026-05-19T16:30:07.473462+00:00",
+  "elapsed_ms": 3276.74,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4de7745a691166cba1b80a2075bbe76075bdc4a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_10",
+    "top_k": 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": 0.16607,
+    "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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4de7745a691166cba1b80a2075bbe76075bdc4a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "notnull": false,
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+      "pk": false
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+      "notnull": false,
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+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_10",
+    "top_k": 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": 0.16607,
+    "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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..19df3cde58c54976d40fe7755f67ac7498016640
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-9ebf-7150-bf6f-a123b80ec103"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..efbe4818b0433c3c55cf2c667f0251f7533c5919
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-9ebf-7150-bf6f-a123b80ec103"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e5240b540f7dab3864616e1454d9682f639bee8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-b129-7b80-94da-2c0569abc396"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15c130f8b590774db6add46128e7ff07307841b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-b129-7b80-94da-2c0569abc396"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/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/n14/artifacts/v2q_n14_cefba0627fa393b0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/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/n14/artifacts/v2q_n14_cefba0627fa393b0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5822fba89564a13a3ae4d36715314597bad1ffec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:59.502078+00:00",
+  "ended_at": "2026-05-19T16:30:07.474510+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_cefba0627fa393b0",
+    "problem_id": "v2p_n14_294e7d424a680fad",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_10.",
+    "bindings": {
+      "group_col": "feature_10",
+      "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": 0.16607,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=7",
+      "sql_variant_index=2/2",
+      "binding_index=126"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 7,
+    "sql_variant_index": 2,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..be7e1d5ad0f7d1f0499cfc89025c7b086012c76f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cefba0627fa393b0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:03.194719+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": 3687.78, "started_at": "2026-05-19T16:29:59.505721+00:00", "ended_at": "2026-05-19T16:30:03.193550+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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\":\"019e4112-9ebf-7150-bf6f-a123b80ec103\"}\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": "2026-05-19T16:30:07.474407+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": 3276.74, "started_at": "2026-05-19T16:30:04.196661+00:00", "ended_at": "2026-05-19T16:30:07.473462+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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-b129-7b80-94da-2c0569abc396\"}\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/n14/artifacts/v2q_n14_cfd0ebb06de785d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..69bcdc0e2b3eaa23c028807754a5e03b44f98d09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:19:49.689342+00:00",
+  "ended_at": "2026-05-19T16:19:59.467929+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_cfd0ebb06de785d9",
+    "problem_id": "v2p_n14_c8a9a9e35f104bdf",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_26.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_26",
+      "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": 0.18967,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=76"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_cfd0ebb06de785d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d066da24c9b142e104e06ce8c6c0d43647dcba18
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd0ebb06de785d9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:19:55.487473+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": 5795.16, "started_at": "2026-05-19T16:19:49.691512+00:00", "ended_at": "2026-05-19T16:19:55.486702+00:00", "prompt_metrics": {"chars": 24376, "bytes_utf8": 24376, "lines": 720, "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\":\"019e4109-5041-7453-8da7-667246d13bbe\"}\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": "2026-05-19T16:19:59.467842+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": 2977.65, "started_at": "2026-05-19T16:19:56.488693+00:00", "ended_at": "2026-05-19T16:19:59.466380+00:00", "prompt_metrics": {"chars": 24376, "bytes_utf8": 24376, "lines": 720, "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\":\"019e4109-6afd-7f01-82e0-9f5e6189826a\"}\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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a41db14e34b345dabe6e4b071c491e444391336
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/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": "2026-05-19T16:16:18.545819+00:00",
+  "ended_at": "2026-05-19T16:16:22.027891+00:00",
+  "elapsed_ms": 3482.03,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24129,
+    "bytes_utf8": 24129,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..efebe722150a4ff5dfc0aaa7173a30ef0e0b73c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/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": "2026-05-19T16:16:23.031523+00:00",
+  "ended_at": "2026-05-19T16:16:30.976210+00:00",
+  "elapsed_ms": 7944.63,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24129,
+    "bytes_utf8": 24129,
+    "lines": 724,
+    "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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d629afcc6d00c775832ece55301882a4c85d4ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=feature_42.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_33",
+    "group_col_2": "feature_42",
+    "predicate_col": "target",
+    "predicate_op": "=",
+    "predicate_value": "5",
+    "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": 0.647185,
+    "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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d629afcc6d00c775832ece55301882a4c85d4ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,724 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=feature_33, group_col_2=feature_42.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "feature_33",
+    "group_col_2": "feature_42",
+    "predicate_col": "target",
+    "predicate_op": "=",
+    "predicate_value": "5",
+    "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": 0.647185,
+    "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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d4c5d6fac22954d08cab217ffe77f8237e5c648
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-17cd-7832-abaf-fa676a8b63e8"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ba55654d552b7256c90cc2f6d57d4afeb98448c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-17cd-7832-abaf-fa676a8b63e8"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb2bbd6b54358a113f86e77cf4bdcf08671dbe26
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-298c-7473-ab39-f5116bec6fc0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9dc97a998384939bc9e440f045ece80958240778
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4106-298c-7473-ab39-f5116bec6fc0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/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/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_cfd28e780a3bb1c4/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/n14/artifacts/v2q_n14_d06ba5fa5e01b969/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d045cf7f40628b0e4045dbc56abc9066cdbebe33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:23:05.729887+00:00",
+  "ended_at": "2026-05-19T16:23:16.030197+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d06ba5fa5e01b969",
+    "problem_id": "v2p_n14_85276323bec56f93",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_38.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_38",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.14801,
+      "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=1/2",
+      "binding_index=88"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_d06ba5fa5e01b969/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5f499f325b3dc631a7e764f71df20b526bf642d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d06ba5fa5e01b969/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:23:11.446596+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": 5710.87, "started_at": "2026-05-19T16:23:05.734543+00:00", "ended_at": "2026-05-19T16:23:11.445468+00:00", "prompt_metrics": {"chars": 24001, "bytes_utf8": 24001, "lines": 720, "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\":\"019e410c-4e99-7430-8d1f-f170caae59c2\"}\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": "2026-05-19T16:23:16.030086+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": 3579.62, "started_at": "2026-05-19T16:23:12.449236+00:00", "ended_at": "2026-05-19T16:23:16.028923+00:00", "prompt_metrics": {"chars": 24001, "bytes_utf8": 24001, "lines": 720, "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\":\"019e410c-6898-75e0-a313-7570bf236ddb\"}\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/n14/artifacts/v2q_n14_d0aec31824892939/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c307efca5fbf3cfb7fce01e4d8f97258fc5b514e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:23:32.115515+00:00",
+  "ended_at": "2026-05-19T16:23:45.208928+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d0aec31824892939",
+    "problem_id": "v2p_n14_2c31452747c58185",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_39.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_39",
+      "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": -0.13553,
+      "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=89"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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/n14/artifacts/v2q_n14_d0aec31824892939/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7a04f35be49599c12b3e74a3584ee2530a890d57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0aec31824892939/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:23:39.089527+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": 6969.06, "started_at": "2026-05-19T16:23:32.118793+00:00", "ended_at": "2026-05-19T16:23:39.087903+00:00", "prompt_metrics": {"chars": 23996, "bytes_utf8": 23996, "lines": 720, "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\":\"019e410c-b58f-7103-8e0d-0c9c19da92d7\"}\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": "2026-05-19T16:23:45.208806+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": 5115.72, "started_at": "2026-05-19T16:23:40.091906+00:00", "ended_at": "2026-05-19T16:23:45.207690+00:00", "prompt_metrics": {"chars": 23996, "bytes_utf8": 23996, "lines": 720, "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\":\"019e410c-d4dd-7c21-978b-ce71aca5c477\"}\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/n14/artifacts/v2q_n14_d0cb4eba198ad741/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dda97be4d942c03673b86f104769f1be07e032a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:53.470437+00:00",
+  "ended_at": "2026-05-19T16:11:00.921605+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d0cb4eba198ad741",
+    "problem_id": "v2p_n14_836e657b498af593",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_9.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_9",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.16624,
+      "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=9",
+      "sql_variant_index=1/2",
+      "binding_index=8"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_d0cb4eba198ad741/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f3881d40d90eb0a4f174d759307fd916cdfefac1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d0cb4eba198ad741/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:56.879332+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": 3405.56, "started_at": "2026-05-19T16:10:53.472717+00:00", "ended_at": "2026-05-19T16:10:56.878304+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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\":\"019e4101-21a2-7d82-b55f-5864910b2ea9\"}\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": "2026-05-19T16:11:00.921509+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": 3039.88, "started_at": "2026-05-19T16:10:57.880653+00:00", "ended_at": "2026-05-19T16:11:00.920563+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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\":\"019e4101-32db-7c71-b725-059e78cd174c\"}\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/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5aab66a1187a5730cdc7a42447e766ba51b589b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:40.772459+00:00",
+  "ended_at": "2026-05-19T16:29:50.488719+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d1a4b23ae118b3ce",
+    "problem_id": "v2p_n14_95ae5d25b6308cc9",
+    "dataset_id": "n14",
+    "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=target.",
+    "bindings": {
+      "group_col": "target",
+      "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": 0.003369,
+      "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=6",
+      "sql_variant_index=2/2",
+      "binding_index=125"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4cacab8f61eb0c0ef0f5fe8ed0c9364c34503ed4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d1a4b23ae118b3ce/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:46.054384+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": 5277.79, "started_at": "2026-05-19T16:29:40.775392+00:00", "ended_at": "2026-05-19T16:29:46.053239+00:00", "prompt_metrics": {"chars": 23802, "bytes_utf8": 23802, "lines": 718, "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\":\"019e4112-5580-7762-b469-7a6a913c2e87\"}\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": "2026-05-19T16:29:50.488613+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": 3430.7, "started_at": "2026-05-19T16:29:47.056854+00:00", "ended_at": "2026-05-19T16:29:50.487611+00:00", "prompt_metrics": {"chars": 23802, "bytes_utf8": 23802, "lines": 718, "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\":\"019e4112-6e2d-7ea1-ac9d-ef5ad7356292\"}\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/n14/artifacts/v2q_n14_d21b8da0d94d3d38/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..593f3c680100f8db53d414c3c7c2ac6070b02486
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:16:30.978190+00:00",
+  "ended_at": "2026-05-19T16:16:39.816388+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d21b8da0d94d3d38",
+    "problem_id": "v2p_n14_58c89fa1234fb781",
+    "dataset_id": "n14",
+    "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=feature_33, group_col_2=feature_43.",
+    "bindings": {
+      "group_col": "feature_33",
+      "group_col_2": "feature_43",
+      "predicate_col": "feature_1",
+      "predicate_op": ">=",
+      "predicate_value": 0.647185,
+      "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": 0.83152,
+      "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/n14/artifacts/v2q_n14_d21b8da0d94d3d38/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bcee8e63ba056a73f3568dc652c5584736db4f28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d21b8da0d94d3d38/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:16:35.502603+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": 4519.85, "started_at": "2026-05-19T16:16:30.981582+00:00", "ended_at": "2026-05-19T16:16:35.501481+00:00", "prompt_metrics": {"chars": 24138, "bytes_utf8": 24138, "lines": 724, "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\":\"019e4106-4875-7a92-b175-2206583c5cce\"}\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": "2026-05-19T16:16:39.816242+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": 3309.51, "started_at": "2026-05-19T16:16:36.505247+00:00", "ended_at": "2026-05-19T16:16:39.814838+00:00", "prompt_metrics": {"chars": 24138, "bytes_utf8": 24138, "lines": 724, "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\":\"019e4106-5e30-7be0-88c5-c615b232b1a9\"}\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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b6ed9c037995feb01ff7ea960411fdd192fb62b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/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": "2026-05-19T16:26:58.147892+00:00",
+  "ended_at": "2026-05-19T16:27:01.638644+00:00",
+  "elapsed_ms": 3490.7,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23754,
+    "bytes_utf8": 23754,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..50768d431328363c64da7046b39685188caf4e5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/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": "2026-05-19T16:27:02.642456+00:00",
+  "ended_at": "2026-05-19T16:27:06.255907+00:00",
+  "elapsed_ms": 3613.39,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23754,
+    "bytes_utf8": 23754,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5677e32ce52b11eaa83647dc0ded74405ebf388
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_7.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "feature_7",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.698385,
+    "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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5677e32ce52b11eaa83647dc0ded74405ebf388
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+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": "n14",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_7.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "feature_7",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.698385,
+    "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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc633aec20e98ad2a77296f337d6f9d466c8eed8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-da4c-7d93-b4eb-2ba7bfd03b23"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7fe83b8463f5a74057133c07a74bf6a4501efc9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-da4c-7d93-b4eb-2ba7bfd03b23"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a0e4a04047747a1d705658e058abe7ec84cd4bd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-ebef-7503-92cf-3425fce215a5"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b90a2f64d1c56c490d7ca7dbd3fc13e147821353
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-ebef-7503-92cf-3425fce215a5"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/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/n14/artifacts/v2q_n14_d241273b4d510cc0/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/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/n14/artifacts/v2q_n14_d241273b4d510cc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7deef43232cc3b8dce9f2c933378eb3c6762eb4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:58.144318+00:00",
+  "ended_at": "2026-05-19T16:27:06.256973+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d241273b4d510cc0",
+    "problem_id": "v2p_n14_bb52d8dbc9222a3e",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_7.",
+    "bindings": {
+      "measure_col": "feature_7",
+      "top_k": 13,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.698385,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1",
+      "binding_index=108"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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",
+  "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/n14/artifacts/v2q_n14_d241273b4d510cc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3ef2f38d5c0d60402ee14085eafdcfc8fd5eb5d8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d241273b4d510cc0/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:01.639933+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": 3490.7, "started_at": "2026-05-19T16:26:58.147892+00:00", "ended_at": "2026-05-19T16:27:01.638644+00:00", "prompt_metrics": {"chars": 23754, "bytes_utf8": 23754, "lines": 718, "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\":\"019e410f-da4c-7d93-b4eb-2ba7bfd03b23\"}\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": "2026-05-19T16:27:06.256866+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": 3613.39, "started_at": "2026-05-19T16:27:02.642456+00:00", "ended_at": "2026-05-19T16:27:06.255907+00:00", "prompt_metrics": {"chars": 23754, "bytes_utf8": 23754, "lines": 718, "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\":\"019e410f-ebef-7503-92cf-3425fce215a5\"}\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/n14/artifacts/v2q_n14_d503d70b592c0e61/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..16d2e906655cd95d673e4c3732ab5849806aaa81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"feature_1": "2.0094", "support": 183, "avg_response": 0.83152}, {"feature_1": "-0.47565", "support": 70, "avg_response": 0.43977}, {"feature_1": "-1.1052", "support": 70, "avg_response": -0.9811159142857142}, {"feature_1": "1.2308", "support": 64, "avg_response": 0.806346875}, {"feature_1": "0.97122", "support": 52, "avg_response": 0.83152}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8053801954f7985eb7497882ca3d94ad4129ab3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_f
+-- sql_source_dataset_id: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: high_cardinality_response_stability
+-- intended_facet_id: target_cardinality_cross_section
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_cardinality_high_card_response_stability
+-- query_record_id: v2q_n14_d503d70b592c0e61
+-- problem_id: v2p_n14_13c726f589e8da45
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "feature_1",
+    COUNT(*) AS support,
+    AVG("feature_2") AS avg_response
+FROM "n14"
+GROUP BY "feature_1"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9af70dd0984f02424a306bf67102a8e180396249
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n14_d503d70b592c0e61\n-- problem_id: v2p_n14_13c726f589e8da45\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"feature_1\",\n    COUNT(*) AS support,\n    AVG(\"feature_2\") AS avg_response\nFROM \"n14\"\nGROUP BY \"feature_1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n14_d503d70b592c0e61\\n-- problem_id: v2p_n14_13c726f589e8da45\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"feature_1\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"feature_2\\\") AS avg_response\\nFROM \\\"n14\\\"\\nGROUP BY \\\"feature_1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"feature_1\", \"support\", \"avg_response\"], \"rows\": [{\"feature_1\": \"2.0094\", \"support\": 183, \"avg_response\": 0.83152}, {\"feature_1\": \"-0.47565\", \"support\": 70, \"avg_response\": 0.43977}, {\"feature_1\": \"-1.1052\", \"support\": 70, \"avg_response\": -0.9811159142857142}, {\"feature_1\": \"1.2308\", \"support\": 64, \"avg_response\": 0.806346875}, {\"feature_1\": \"0.97122\", \"support\": 52, \"avg_response\": 0.83152}, {\"feature_1\": \"-0.4495\", \"support\": 46, \"avg_response\": 0.44389}, {\"feature_1\": \"-0.76965\", \"support\": 31, \"avg_response\": 0.83152}, {\"feature_1\": \"0.45211\", \"support\": 28, \"avg_response\": 0.7144015714285715}, {\"feature_1\": \"-0.53685\", \"support\": 28, \"avg_response\": 0.42833}, {\"feature_1\": \"-0.42388\", \"support\": 23, \"avg_response\": 0.44792999999999994}, {\"feature_1\": \"-0.55557\", \"support\": 23, \"avg_response\": 0.3154834782608696}, {\"feature_1\": \"1.3865\", \"support\": 21, \"avg_response\": 0.8227519047619047}, {\"feature_1\": \"-0.32655\", \"support\": 19, \"avg_response\": 0.43480636842105264}, {\"feature_1\": \"1.7645\", \"support\": 18, \"avg_response\": 0.8089}, {\"feature_1\": \"1.7698\", \"support\": 17, \"avg_response\": 0.83152}, {\"feature_1\": \"-0.51839\", \"support\": 17, \"avg_response\": 0.43125}, {\"feature_1\": \"1.787\", \"support\": 15, \"avg_response\": 0.83152}, {\"feature_1\": \"-0.066999\", \"support\": 15, \"avg_response\": 0.016486533333333334}, {\"feature_1\": \"-0.83039\", \"support\": 15, \"avg_response\": -2.9276426666666664}, {\"feature_1\": \"-0.49846\", \"support\": 13, \"avg_response\": 0.3532799999999999}, {\"feature_1\": \"-0.48228\", \"support\": 13, \"avg_response\": 0.08138538461538462}, {\"feature_1\": \"0.14064\", \"support\": 12, \"avg_response\": 0.5182529166666666}, {\"feature_1\": \"-0.37846\", \"support\": 12, \"avg_response\": 0.2944925}, {\"feature_1\": \"1.6811\", \"support\": 10, \"avg_response\": 0.82227}, {\"feature_1\": \"-0.17082\", \"support\": 10, \"avg_response\": 0.1447601}, {\"feature_1\": \"-0.89757\", \"support\": 10, \"avg_response\": -0.1862724}, {\"feature_1\": \"0.22139\", \"support\": 9, \"avg_response\": 0.66103}, {\"feature_1\": \"-0.5861\", \"support\": 9, \"avg_response\": 0.13542555555555558}, {\"feature_1\": \"1.4903\", \"support\": 8, \"avg_response\": 0.7116475}, {\"feature_1\": \"-0.25576\", \"support\": 8, \"avg_response\": 0.28664875}, {\"feature_1\": \"-0.92465\", \"support\": 8, \"avg_response\": 0.1644}, {\"feature_1\": \"0.22963\", \"support\": 8, \"avg_response\": 0.05064500000000001}, {\"feature_1\": \"-0.87161\", \"support\": 8, \"avg_response\": -3.3112}, {\"feature_1\": \"-0.50021\", \"support\": 7, \"avg_response\": 0.43413}, {\"feature_1\": \"-0.40191\", \"support\": 7, \"avg_response\": 0.38606}, {\"feature_1\": \"-0.16138\", \"support\": 7, \"avg_response\": 0.3599218571428571}, {\"feature_1\": \"-0.52122\", \"support\": 7, \"avg_response\": -0.17129485714285714}, {\"feature_1\": \"-1.0375\", \"support\": 7, \"avg_response\": -1.255593}, {\"feature_1\": \"-0.22922\", \"support\": 6, \"avg_response\": 0.39998}, {\"feature_1\": \"-0.14078\", \"support\": 6, \"avg_response\": 0.037079}, {\"feature_1\": \"-0.15659\", \"support\": 6, \"avg_response\": 0.02929066666666667}, {\"feature_1\": \"-0.99236\", \"support\": 6, \"avg_response\": -1.0697}, {\"feature_1\": \"-0.78301\", \"support\": 6, \"avg_response\": -1.209245}, {\"feature_1\": \"-0.86562\", \"support\": 6, \"avg_response\": -1.5444716666666667}, {\"feature_1\": \"-0.71588\", \"support\": 6, \"avg_response\": -1.5819083333333335}, {\"feature_1\": \"-0.93217\", \"support\": 6, \"avg_response\": -3.4306}, {\"feature_1\": \"-0.95921\", \"support\": 6, \"avg_response\": -3.4838}, {\"feature_1\": \"1.1195\", \"support\": 5, \"avg_response\": 0.83152}, {\"feature_1\": \"1.4895\", \"support\": 5, \"avg_response\": 0.81688}, {\"feature_1\": \"0.25391\", \"support\": 5, \"avg_response\": 0.66413}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.16}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9cecb0833ed6a56e384e5793dc6bb2d0b9b4b86
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.513757+00:00",
+  "ended_at": "2026-05-19T16:32:48.516921+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d503d70b592c0e61",
+    "problem_id": "v2p_n14_13c726f589e8da45",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_high_card_response_stability",
+    "template_name": "High-Cardinality Response Stability",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "high_cardinality_response_stability",
+    "intended_facet_id": "target_cardinality_cross_section",
+    "variant_semantic_role": "focused_target_view",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=feature_2, key_col=feature_1.",
+    "bindings": {
+      "key_col": "feature_1",
+      "measure_col": "feature_2",
+      "min_support": 5
+    },
+    "binding_roles": [
+      "key_col",
+      "target_col"
+    ],
+    "coverage_target_min": "enumerate_all_applicable",
+    "runtime_sql_skeleton": "SELECT\n    {key_col},\n    COUNT(*) AS support,\n    AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;",
+    "notes": [
+      "default_facets=target_cardinality_cross_section",
+      "template_selection_mode=deterministic",
+      "problem_index_within_template=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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/n14/sql/v2q_n14_d503d70b592c0e61.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/n14/artifacts/v2q_n14_d503d70b592c0e61/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d503d70b592c0e61/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/n14/artifacts/v2q_n14_d6a62265e72f2d1a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a444457117efddd20c06e3a343026699ea196940
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:09:38.886657+00:00",
+  "ended_at": "2026-05-19T16:09:46.222452+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d6a62265e72f2d1a",
+    "problem_id": "v2p_n14_8c5ea43c5d48debb",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_4.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_4",
+      "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": 0.664448,
+      "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=4",
+      "sql_variant_index=1/2",
+      "binding_index=3"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 1,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac4fc999e8a642c8b14da087539be48974fa98fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6a62265e72f2d1a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:41.852930+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": 2963.15, "started_at": "2026-05-19T16:09:38.888969+00:00", "ended_at": "2026-05-19T16:09:41.852150+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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-fe74-7841-88c1-8645f25452b6\"}\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": "2026-05-19T16:09:46.222332+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": 3367.01, "started_at": "2026-05-19T16:09:42.854134+00:00", "ended_at": "2026-05-19T16:09:46.221186+00:00", "prompt_metrics": {"chars": 23820, "bytes_utf8": 23820, "lines": 720, "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\":\"019e4100-0df2-7ac2-bcfc-03014f5db1dd\"}\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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..416b9bdaf9c72d261508c0a233ceb9034b82568a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/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": "2026-05-19T16:18:12.937823+00:00",
+  "ended_at": "2026-05-19T16:18:16.410279+00:00",
+  "elapsed_ms": 3472.42,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23989,
+    "bytes_utf8": 23989,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1bb67e3e1bc582ba6f09e0c1703b71f122e0f057
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/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": "2026-05-19T16:18:17.412151+00:00",
+  "ended_at": "2026-05-19T16:18:23.287799+00:00",
+  "elapsed_ms": 5875.62,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23989,
+    "bytes_utf8": 23989,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4378b9e2e9aa4c36cf07b3d4286cc841dec31b50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
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+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
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+      "feature_10": "-0.36924",
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+      "feature_13": "-0.14946",
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+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
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+      "feature_27": "-0.4927",
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+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_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": "n14",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_16.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "feature_16",
+    "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": 0.58994,
+    "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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4378b9e2e9aa4c36cf07b3d4286cc841dec31b50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_16.",
+  "planned_template_id": "tpl_m4_quantile_tail_slice",
+  "bindings": {
+    "measure_col": "feature_16",
+    "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": 0.58994,
+    "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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cb5c931b67e6426d03779c7524f9b0fcae633c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-d6de-7672-a68d-35be712e34d3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..555e61fbc94654702ae28c2368b869b819af5d4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-d6de-7672-a68d-35be712e34d3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..378f372f5e1f1e2dc132b0fd47694bdf1de6fb0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-e7b9-7e73-bd76-7d6821472925"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..337483f16dc620bbaf5b4d81a9b641ec4bdd9e63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4107-e7b9-7e73-bd76-7d6821472925"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/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/n14/artifacts/v2q_n14_d6f9663b6f5399d9/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d6f9663b6f5399d9/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/n14/artifacts/v2q_n14_d71ea37e079d6e44/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1970ab8008e80ae41729dc8093060851bf240b2c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:14.039634+00:00",
+  "ended_at": "2026-05-19T16:29:21.754092+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d71ea37e079d6e44",
+    "problem_id": "v2p_n14_dc71c1bc1fdee432",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "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_set_consistency with semantic role rare_extreme_view. Focus on group_col=feature_43.",
+    "bindings": {
+      "group_col": "feature_43",
+      "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": 0.21802,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=124"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_d71ea37e079d6e44/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed035bf9d549f03ccace711c2d90e05923c534c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d71ea37e079d6e44/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:17.487046+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": 3441.6, "started_at": "2026-05-19T16:29:14.044217+00:00", "ended_at": "2026-05-19T16:29:17.485873+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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-ed3e-7ef2-961a-45223faa9f76\"}\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": "2026-05-19T16:29:21.753946+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": 3263.16, "started_at": "2026-05-19T16:29:18.489662+00:00", "ended_at": "2026-05-19T16:29:21.752881+00:00", "prompt_metrics": {"chars": 23807, "bytes_utf8": 23807, "lines": 718, "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-fe9b-74b3-bba6-84536c67ddf8\"}\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/n14/artifacts/v2q_n14_d7590366a44fbcd9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cc5ca34195272a8b99452ff8b21bc6c31dff838
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:09:15.086780+00:00",
+  "ended_at": "2026-05-19T16:09:21.935986+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d7590366a44fbcd9",
+    "problem_id": "v2p_n14_f625d13c2cd62e26",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_2.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_2",
+      "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": 0.60136,
+      "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/n14/artifacts/v2q_n14_d7590366a44fbcd9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..da722e51e3210ecc225b6249d5b75228b656bfb0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d7590366a44fbcd9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:09:18.012161+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": 2922.48, "started_at": "2026-05-19T16:09:15.088780+00:00", "ended_at": "2026-05-19T16:09:18.011286+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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-a150-7e51-81b9-b81515317497\"}\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": "2026-05-19T16:09:21.935896+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": 2921.63, "started_at": "2026-05-19T16:09:19.013472+00:00", "ended_at": "2026-05-19T16:09:21.935133+00:00", "prompt_metrics": {"chars": 23822, "bytes_utf8": 23822, "lines": 720, "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-b0ab-7f13-bce4-a1ed619681c3\"}\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/n14/artifacts/v2q_n14_d9ce508d62049b16/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f21c42d970cb7d88968a13e460dfc70d1d02656
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:20:48.940281+00:00",
+  "ended_at": "2026-05-19T16:21:05.310733+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_d9ce508d62049b16",
+    "problem_id": "v2p_n14_527962d0bb0fb14a",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_29.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_29",
+      "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": 0.015794,
+      "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/n14/artifacts/v2q_n14_d9ce508d62049b16/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b21316a422ab33f1b30b9ddc9d73d766289feb24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_d9ce508d62049b16/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:21:00.808581+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": 11865.26, "started_at": "2026-05-19T16:20:48.942454+00:00", "ended_at": "2026-05-19T16:21:00.807741+00:00", "prompt_metrics": {"chars": 24378, "bytes_utf8": 24378, "lines": 720, "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-37c8-75e3-adf8-5bb4088d8647\"}\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": "2026-05-19T16:21:05.310643+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": 3499.06, "started_at": "2026-05-19T16:21:01.810737+00:00", "ended_at": "2026-05-19T16:21:05.309845+00:00", "prompt_metrics": {"chars": 24378, "bytes_utf8": 24378, "lines": 720, "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-69fc-7781-81b9-b1d7144e7cd5\"}\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/n14/artifacts/v2q_n14_da1beaf29e3cae58/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..350434bef6889d8e49e9bb2d02ee396dc33dbd88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:24:12.931566+00:00",
+  "ended_at": "2026-05-19T16:24:22.036501+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_da1beaf29e3cae58",
+    "problem_id": "v2p_n14_384b015bec072d1c",
+    "dataset_id": "n14",
+    "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=feature_33, measure_col=feature_41.",
+    "bindings": {
+      "group_col": "feature_33",
+      "measure_col": "feature_41",
+      "top_k": 16,
+      "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": -0.16944,
+      "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=8",
+      "sql_variant_index=2/2",
+      "binding_index=91"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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/n14/artifacts/v2q_n14_da1beaf29e3cae58/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bc7122cbbbf99e8fbdc47b7ff8a5c65dbff2a73d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da1beaf29e3cae58/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:24:16.197087+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": 3261.36, "started_at": "2026-05-19T16:24:12.934447+00:00", "ended_at": "2026-05-19T16:24:16.195851+00:00", "prompt_metrics": {"chars": 24004, "bytes_utf8": 24004, "lines": 720, "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-551c-7d70-b508-9333b0847e09\"}\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": "2026-05-19T16:24:22.035860+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": 4835.74, "started_at": "2026-05-19T16:24:17.198753+00:00", "ended_at": "2026-05-19T16:24:22.034553+00:00", "prompt_metrics": {"chars": 24004, "bytes_utf8": 24004, "lines": 720, "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-659a-7b13-a49a-29a6788aa5e1\"}\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/n14/artifacts/v2q_n14_da5c0761b829a71a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f8cf571abadaa03130bd6aab74777833a0167419
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.64141", "support": 399, "support_share": 0.1995, "cumulative_support": 399}, {"value_label": "-0.36924", "support": 364, "support_share": 0.182, "cumulative_support": 763}, {"value_label": "2.3525", "support": 279, "support_share": 0.1395, "cumulative_support": 1042}, {"value_label": "-0.50533", "support": 235, "support_share": 0.1175, "cumulative_support": 1277}, {"value_label": "-0.23316", "support": 195, "support_share": 0.0975, "cumulative_support": 1472}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..22055f32f4dd431eb1533ed9228b3246bf106a68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/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: n14
+-- 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_n14_da5c0761b829a71a
+-- problem_id: v2p_n14_36195f4c89f1c7cd
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_10" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_10"
+), 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/n14/artifacts/v2q_n14_da5c0761b829a71a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..def2732c25710d9f7e182f0ca47672483543110a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/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: n14\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_n14_da5c0761b829a71a\n-- problem_id: v2p_n14_36195f4c89f1c7cd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_10\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_10\"\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: n14\\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_n14_da5c0761b829a71a\\n-- problem_id: v2p_n14_36195f4c89f1c7cd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_10\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_10\\\"\\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\": \"-0.64141\", \"support\": 399, \"support_share\": 0.1995, \"cumulative_support\": 399}, {\"value_label\": \"-0.36924\", \"support\": 364, \"support_share\": 0.182, \"cumulative_support\": 763}, {\"value_label\": \"2.3525\", \"support\": 279, \"support_share\": 0.1395, \"cumulative_support\": 1042}, {\"value_label\": \"-0.50533\", \"support\": 235, \"support_share\": 0.1175, \"cumulative_support\": 1277}, {\"value_label\": \"-0.23316\", \"support\": 195, \"support_share\": 0.0975, \"cumulative_support\": 1472}, {\"value_label\": \"-0.7775\", \"support\": 164, \"support_share\": 0.082, \"cumulative_support\": 1636}, {\"value_label\": \"-0.09707\", \"support\": 128, \"support_share\": 0.064, \"cumulative_support\": 1764}, {\"value_label\": \"0.039015\", \"support\": 81, \"support_share\": 0.0405, \"cumulative_support\": 1845}, {\"value_label\": \"0.1751\", \"support\": 53, \"support_share\": 0.0265, \"cumulative_support\": 1898}, {\"value_label\": \"0.58336\", \"support\": 28, \"support_share\": 0.014, \"cumulative_support\": 1926}, {\"value_label\": \"0.31119\", \"support\": 23, \"support_share\": 0.0115, \"cumulative_support\": 1949}, {\"value_label\": \"0.44727\", \"support\": 15, \"support_share\": 0.0075, \"cumulative_support\": 1964}, {\"value_label\": \"0.99161\", \"support\": 15, \"support_share\": 0.0075, \"cumulative_support\": 1979}, {\"value_label\": \"0.71944\", \"support\": 5, \"support_share\": 0.0025, \"cumulative_support\": 1984}, {\"value_label\": \"-0.91358\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1988}, {\"value_label\": \"0.85553\", \"support\": 4, \"support_share\": 0.002, \"cumulative_support\": 1992}, {\"value_label\": \"1.9442\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1994}, {\"value_label\": \"2.8968\", \"support\": 2, \"support_share\": 0.001, \"cumulative_support\": 1996}, {\"value_label\": \"1.2638\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1997}, {\"value_label\": \"10.654\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1998}, {\"value_label\": \"2.7607\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 1999}, {\"value_label\": \"4.3937\", \"support\": 1, \"support_share\": 0.0005, \"cumulative_support\": 2000}], \"row_count_returned\": 22, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.68}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..909490fd99eb04ff212dfa361c24266b008b7b17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.462073+00:00",
+  "ended_at": "2026-05-19T16:32:48.468555+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_da5c0761b829a71a",
+    "problem_id": "v2p_n14_36195f4c89f1c7cd",
+    "dataset_id": "n14",
+    "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=feature_10.",
+    "bindings": {
+      "group_col": "feature_10"
+    },
+    "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=1",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "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/n14/sql/v2q_n14_da5c0761b829a71a.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/n14/artifacts/v2q_n14_da5c0761b829a71a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_da5c0761b829a71a/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/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b06293fd44d041ff6324cb34275d1f2c4e14e99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:26:19.167256+00:00",
+  "ended_at": "2026-05-19T16:26:26.520429+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_dcbb44d3855d3a6a",
+    "problem_id": "v2p_n14_ad75da9535208899",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "direction_consistency",
+    "intended_facet_id": "conditional_rate_shift",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=target, condition_col=target.",
+    "bindings": {
+      "group_col": "target",
+      "condition_col": "target",
+      "condition_value": "1",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.65818,
+      "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=2/2",
+      "binding_index=101"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "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/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1358628c6819804f3bb95195335779eaba75575d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcbb44d3855d3a6a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:26:22.388931+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": 3217.33, "started_at": "2026-05-19T16:26:19.170567+00:00", "ended_at": "2026-05-19T16:26:22.387937+00:00", "prompt_metrics": {"chars": 24049, "bytes_utf8": 24049, "lines": 723, "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\":\"019e410f-4213-7bc1-8940-b3be668797b8\"}\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": "2026-05-19T16:26:26.520305+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": 3128.73, "started_at": "2026-05-19T16:26:23.390480+00:00", "ended_at": "2026-05-19T16:26:26.519258+00:00", "prompt_metrics": {"chars": 24049, "bytes_utf8": 24049, "lines": 723, "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\":\"019e410f-528c-7f73-9102-7c9718f0187a\"}\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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..01c4f1b8c4f62d8514272f11885d99105a6186cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/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": "2026-05-19T16:21:30.747050+00:00",
+  "ended_at": "2026-05-19T16:21:36.871633+00:00",
+  "elapsed_ms": 6124.56,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..244b1c0fdda98426f112651528f611608d11fa7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/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": "2026-05-19T16:21:37.874658+00:00",
+  "ended_at": "2026-05-19T16:21:40.834154+00:00",
+  "elapsed_ms": 2959.45,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24377,
+    "bytes_utf8": 24377,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e9826747af954dfafac20b6008da44a3eed5c79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_31.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_31",
+    "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": 0.40028,
+    "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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e9826747af954dfafac20b6008da44a3eed5c79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=feature_42, measure_col=feature_31.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_42",
+    "measure_col": "feature_31",
+    "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": 0.40028,
+    "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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8163af28e536cc01fabc770cfb3fc2bb158dfcff
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-db0c-77e0-9b21-20bc527a48df"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2ee10d1bcf4d0411cef2c189a005d438270538ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-db0c-77e0-9b21-20bc527a48df"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc19eba593fc15cb44b50df4f445f88a7672abe0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-f6e7-72e1-be89-2326aaf7bcbd"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f27ee6088aa61fd64bb80b2a031be6076cb0b273
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-f6e7-72e1-be89-2326aaf7bcbd"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a461a929f040c3db47bc473f0dcd1ca0e221fa92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:21:30.744972+00:00",
+  "ended_at": "2026-05-19T16:21:40.835049+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_dcd6f8adc9ea971f",
+    "problem_id": "v2p_n14_0c3d729502bfa7f4",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_31.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_31",
+      "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": 0.40028,
+      "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=10",
+      "sql_variant_index=1/2",
+      "binding_index=81"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 10,
+    "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/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..224fe4b858fdfb28ccd4af5f3ad19818258b0bb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dcd6f8adc9ea971f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:21:36.872490+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": 6124.56, "started_at": "2026-05-19T16:21:30.747050+00:00", "ended_at": "2026-05-19T16:21:36.871633+00:00", "prompt_metrics": {"chars": 24377, "bytes_utf8": 24377, "lines": 720, "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-db0c-77e0-9b21-20bc527a48df\"}\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": "2026-05-19T16:21:40.834947+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": 2959.45, "started_at": "2026-05-19T16:21:37.874658+00:00", "ended_at": "2026-05-19T16:21:40.834154+00:00", "prompt_metrics": {"chars": 24377, "bytes_utf8": 24377, "lines": 720, "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-f6e7-72e1-be89-2326aaf7bcbd\"}\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/n14/artifacts/v2q_n14_ddd13f61253647a9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5797c6e6f8d1a89b0100405b44498edd99b91f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:40.479494+00:00",
+  "ended_at": "2026-05-19T16:25:48.526378+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_ddd13f61253647a9",
+    "problem_id": "v2p_n14_bc2573441b9542ce",
+    "dataset_id": "n14",
+    "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=feature_42, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_42",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.305617,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=conditional_rate_shift",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/2",
+      "binding_index=99"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fe0c76237654bf03681103e41d550d2bead8f671
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ddd13f61253647a9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:44.107448+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": 3623.68, "started_at": "2026-05-19T16:25:40.482655+00:00", "ended_at": "2026-05-19T16:25:44.106376+00:00", "prompt_metrics": {"chars": 24051, "bytes_utf8": 24051, "lines": 723, "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\":\"019e410e-ab15-72c2-abbe-55b4c654c8bf\"}\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": "2026-05-19T16:25:48.526241+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": 3415.54, "started_at": "2026-05-19T16:25:45.109277+00:00", "ended_at": "2026-05-19T16:25:48.524870+00:00", "prompt_metrics": {"chars": 24051, "bytes_utf8": 24051, "lines": 723, "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\":\"019e410e-bcfe-76a1-9ba0-e9221ef9a4b1\"}\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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6df94aaa4a3077527719ee0d3a3d20a25b43167
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/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": "2026-05-19T16:14:44.380355+00:00",
+  "ended_at": "2026-05-19T16:14:47.128194+00:00",
+  "elapsed_ms": 2747.81,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24232,
+    "bytes_utf8": 24232,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..22f947791239faebee35cf4ba64e1012fa28b291
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/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": "2026-05-19T16:14:48.131685+00:00",
+  "ended_at": "2026-05-19T16:14:51.292548+00:00",
+  "elapsed_ms": 3160.81,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24232,
+    "bytes_utf8": 24232,
+    "lines": 722,
+    "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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85f44f367055169cb21ad475ab9f2f3a30ef22bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, measure_col=feature_35.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_43",
+    "measure_col": "feature_35",
+    "item_col": "feature_37",
+    "top_k": 19,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.22077,
+    "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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85f44f367055169cb21ad475ab9f2f3a30ef22bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,722 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
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+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
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+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
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+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
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+      "feature_17": "-0.081087",
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+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_43, measure_col=feature_35.",
+  "planned_template_id": "tpl_tpcds_within_group_share",
+  "bindings": {
+    "group_col": "feature_43",
+    "measure_col": "feature_35",
+    "item_col": "feature_37",
+    "top_k": 19,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.22077,
+    "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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c148437f785f001cbc50414b7f5ee01b022dad7a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-a790-7063-955d-d7c0fb905894"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11f3806dbb59f7c49204b07310379614c03cec9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-a790-7063-955d-d7c0fb905894"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..36c2e766fee75a969babe81d0756653270c4ec74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-b646-73c3-8f8c-6049437eda87"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8f5d373ee732b792b174e4a012618abab903429
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-b646-73c3-8f8c-6049437eda87"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/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/n14/artifacts/v2q_n14_dea32608f2f53e78/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/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/n14/artifacts/v2q_n14_dea32608f2f53e78/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a56b6e38a62286f0c704cb402aaa72c556287375
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:44.378349+00:00",
+  "ended_at": "2026-05-19T16:14:51.293444+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_dea32608f2f53e78",
+    "problem_id": "v2p_n14_89ea6291f8f22d32",
+    "dataset_id": "n14",
+    "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=feature_43, measure_col=feature_35.",
+    "bindings": {
+      "group_col": "feature_43",
+      "measure_col": "feature_35",
+      "item_col": "feature_37",
+      "top_k": 19,
+      "top_n": 6,
+      "num_tiles": 10,
+      "percentile_value": 0.9,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.05,
+      "baseline_multiplier": 1.75,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 4,
+      "measure_threshold": -0.22077,
+      "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=11",
+      "sql_variant_index=2/2",
+      "binding_index=34"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 11,
+    "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/n14/artifacts/v2q_n14_dea32608f2f53e78/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..05f963acb19b1d56828478d243d514a94ef8c967
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dea32608f2f53e78/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:47.129723+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": 2747.81, "started_at": "2026-05-19T16:14:44.380355+00:00", "ended_at": "2026-05-19T16:14:47.128194+00:00", "prompt_metrics": {"chars": 24232, "bytes_utf8": 24232, "lines": 722, "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-a790-7063-955d-d7c0fb905894\"}\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": "2026-05-19T16:14:51.293354+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": 3160.81, "started_at": "2026-05-19T16:14:48.131685+00:00", "ended_at": "2026-05-19T16:14:51.292548+00:00", "prompt_metrics": {"chars": 24232, "bytes_utf8": 24232, "lines": 722, "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-b646-73c3-8f8c-6049437eda87\"}\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/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7c940b92ccecca45313fa4696a818364925190f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:20:09.355684+00:00",
+  "ended_at": "2026-05-19T16:20:17.040132+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_dfe64dc0ca93c21a",
+    "problem_id": "v2p_n14_9179fd4704400567",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_27.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_27",
+      "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": 0.24529,
+      "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=6",
+      "sql_variant_index=1/2",
+      "binding_index=77"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e7e9635f14db0f5f54e8f3b2164066604df387d9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_dfe64dc0ca93c21a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:20:12.876662+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": 3517.73, "started_at": "2026-05-19T16:20:09.357810+00:00", "ended_at": "2026-05-19T16:20:12.875565+00:00", "prompt_metrics": {"chars": 24369, "bytes_utf8": 24369, "lines": 720, "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\":\"019e4109-9d19-7a12-aa0e-ffaa5098faec\"}\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": "2026-05-19T16:20:17.039983+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": 3159.55, "started_at": "2026-05-19T16:20:13.879642+00:00", "ended_at": "2026-05-19T16:20:17.039246+00:00", "prompt_metrics": {"chars": 24369, "bytes_utf8": 24369, "lines": 720, "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-aeb9-78d0-9d69-ed8cc5b138b1\"}\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/n14/artifacts/v2q_n14_e0c55b0aff0f4985/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..43fe36fd8235b326ab60feac72240387793af80d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:18:50.482141+00:00",
+  "ended_at": "2026-05-19T16:18:58.035702+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_e0c55b0aff0f4985",
+    "problem_id": "v2p_n14_7b21f85735ed24f3",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_22.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_22",
+      "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": 0.020912,
+      "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=1",
+      "sql_variant_index=2/2",
+      "binding_index=72"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 1,
+    "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/n14/artifacts/v2q_n14_e0c55b0aff0f4985/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e56844fadb165b7d1f50a6b4069e5d82154236e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e0c55b0aff0f4985/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:18:53.741850+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": 3256.86, "started_at": "2026-05-19T16:18:50.484216+00:00", "ended_at": "2026-05-19T16:18:53.741103+00:00", "prompt_metrics": {"chars": 24380, "bytes_utf8": 24380, "lines": 720, "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\":\"019e4108-68e3-7db2-9727-272e54330c98\"}\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": "2026-05-19T16:18:58.035616+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": 3291.8, "started_at": "2026-05-19T16:18:54.743036+00:00", "ended_at": "2026-05-19T16:18:58.034866+00:00", "prompt_metrics": {"chars": 24380, "bytes_utf8": 24380, "lines": 720, "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\":\"019e4108-79ca-70b1-8972-48f4b7f4f302\"}\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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9638afe09d341aa3255d3f98dc82a15ae83dcdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/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": "2026-05-19T16:27:54.854140+00:00",
+  "ended_at": "2026-05-19T16:27:58.266526+00:00",
+  "elapsed_ms": 3412.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23754,
+    "bytes_utf8": 23754,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..75aafc8eaaa7773aca48a99b1f1e067fa0e88022
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/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": "2026-05-19T16:27:59.270507+00:00",
+  "ended_at": "2026-05-19T16:28:02.300320+00:00",
+  "elapsed_ms": 3029.75,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23754,
+    "bytes_utf8": 23754,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83253f261c7a4b521a79481fd393bee8f7e7a1b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_14.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "feature_14",
+    "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": 0.75143,
+    "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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83253f261c7a4b521a79481fd393bee8f7e7a1b1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
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+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
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+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
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+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
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+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
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+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_14.",
+  "planned_template_id": "tpl_threshold_rarity_cdf",
+  "bindings": {
+    "measure_col": "feature_14",
+    "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": 0.75143,
+    "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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..45fcbc34e81044430955ffa087d04a80989ae7cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-b7d5-7603-90b5-12aae9b0c59a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..41ef6588fd722a8f6aa2e7d6de22c794bde7df30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-b7d5-7603-90b5-12aae9b0c59a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d5bef20d6abe813853fd0054165325f12ec244ec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-c917-77f0-a7d5-ca3fb257b811"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c77f3e15caee817422abaa1880382b2ac1bfd167
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4110-c917-77f0-a7d5-ca3fb257b811"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_stderr_attempt_1.txt
new file mode 100644
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diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1d859e0465961ff/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/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dad73d6d852f7c1db6b2a3a21b285b828ea584ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.22559", "support": 1728, "support_share": 0.864, "support_rank": 1}, {"value_label": "0.18591", "support": 103, "support_share": 0.0515, "support_rank": 2}, {"value_label": "0.5974", "support": 60, "support_share": 0.03, "support_rank": 3}, {"value_label": "1.0089", "support": 31, "support_share": 0.0155, "support_rank": 4}, {"value_label": "1.4204", "support": 16, "support_share": 0.008, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6fb82a401dd6dbaf0d1577c9c097b0c2f04b86c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/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: n14
+-- family_id: cardinality_structure
+-- canonical_subitem_id: support_rank_profile_consistency
+-- intended_facet_id: support_concentration
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_cardinality_support_rank_profile
+-- query_record_id: v2q_n14_e1f3499f0fa4f05b
+-- problem_id: v2p_n14_7c0c1719b4a9c642
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_34" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_34"
+)
+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/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b7ae89636837f88c649fb8c88ac9e8705475d4a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/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: n14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n14_e1f3499f0fa4f05b\n-- problem_id: v2p_n14_7c0c1719b4a9c642\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_34\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_34\"\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: n14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n14_e1f3499f0fa4f05b\\n-- problem_id: v2p_n14_7c0c1719b4a9c642\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_34\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_34\\\"\\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\": \"-0.22559\", \"support\": 1728, \"support_share\": 0.864, \"support_rank\": 1}, {\"value_label\": \"0.18591\", \"support\": 103, \"support_share\": 0.0515, \"support_rank\": 2}, {\"value_label\": \"0.5974\", \"support\": 60, \"support_share\": 0.03, \"support_rank\": 3}, {\"value_label\": \"1.0089\", \"support\": 31, \"support_share\": 0.0155, \"support_rank\": 4}, {\"value_label\": \"1.4204\", \"support\": 16, \"support_share\": 0.008, \"support_rank\": 5}, {\"value_label\": \"1.8319\", \"support\": 16, \"support_share\": 0.008, \"support_rank\": 6}, {\"value_label\": \"2.2434\", \"support\": 7, \"support_share\": 0.0035, \"support_rank\": 7}, {\"value_label\": \"2.6549\", \"support\": 6, \"support_share\": 0.003, \"support_rank\": 8}, {\"value_label\": \"3.4779\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 9}, {\"value_label\": \"3.8894\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 10}, {\"value_label\": \"6.3583\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 11}, {\"value_label\": \"3.0664\", \"support\": 3, \"support_share\": 0.0015, \"support_rank\": 12}, {\"value_label\": \"4.3009\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 13}, {\"value_label\": \"5.1238\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 14}, {\"value_label\": \"5.5353\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 15}, {\"value_label\": \"5.9468\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 16}, {\"value_label\": \"9.2388\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 17}, {\"value_label\": \"10.062\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 18}, {\"value_label\": \"11.296\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 19}, {\"value_label\": \"12.119\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 20}, {\"value_label\": \"13.765\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 21}, {\"value_label\": \"15.411\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 22}, {\"value_label\": \"4.7123\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 23}, {\"value_label\": \"7.1813\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 24}, {\"value_label\": \"8.0043\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 25}], \"row_count_returned\": 25, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.72}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f587212fe8d98df92d889d2a744b3bc3b732ff29
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.500532+00:00",
+  "ended_at": "2026-05-19T16:32:48.503363+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_e1f3499f0fa4f05b",
+    "problem_id": "v2p_n14_7c0c1719b4a9c642",
+    "dataset_id": "n14",
+    "template_id": "tpl_cardinality_support_rank_profile",
+    "template_name": "Cardinality Support Rank Profile",
+    "family_id": "cardinality_structure",
+    "canonical_subitem_id": "support_rank_profile_consistency",
+    "intended_facet_id": "support_concentration",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "template_fixed",
+    "source_kind": "deterministic",
+    "realization_mode": "deterministic",
+    "gate_priority": "deterministic",
+    "extended_family": true,
+    "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_34"
+    },
+    "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=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/n14/sql/v2q_n14_e1f3499f0fa4f05b.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/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e1f3499f0fa4f05b/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/n14/artifacts/v2q_n14_e203495abf5ee469/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e08320581d8a08d536c150c332e1c5bfc00979b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:08.525152+00:00",
+  "ended_at": "2026-05-19T16:14:15.565706+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_e203495abf5ee469",
+    "problem_id": "v2p_n14_c1cceda674f6c70e",
+    "dataset_id": "n14",
+    "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=feature_34, measure_col=feature_33.",
+    "bindings": {
+      "group_col": "feature_34",
+      "measure_col": "feature_33",
+      "item_col": "feature_35",
+      "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": 0.050869,
+      "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=1/2",
+      "binding_index=32"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 9,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_e203495abf5ee469/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b36e206b4297dca9dc792f3665c5e8f8cbab2a06
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e203495abf5ee469/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:11.445877+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": 2917.71, "started_at": "2026-05-19T16:14:08.527242+00:00", "ended_at": "2026-05-19T16:14:11.444978+00:00", "prompt_metrics": {"chars": 24235, "bytes_utf8": 24235, "lines": 722, "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\":\"019e4104-1b9e-7431-a2fa-bc0478a76575\"}\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": "2026-05-19T16:14:15.565617+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": 3116.03, "started_at": "2026-05-19T16:14:12.448758+00:00", "ended_at": "2026-05-19T16:14:15.564841+00:00", "prompt_metrics": {"chars": 24235, "bytes_utf8": 24235, "lines": 722, "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\":\"019e4104-2acb-7351-80e3-1cbab9f43f00\"}\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/n14/artifacts/v2q_n14_e4392efc7c9c6b65/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..362eb78445699f9a11f8859a135557c3e3fa456a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:16:56.149648+00:00",
+  "ended_at": "2026-05-19T16:17:06.065892+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_e4392efc7c9c6b65",
+    "problem_id": "v2p_n14_780ddeebe5dac06a",
+    "dataset_id": "n14",
+    "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=feature_34, group_col_2=feature_43.",
+    "bindings": {
+      "group_col": "feature_34",
+      "group_col_2": "feature_43",
+      "predicate_col": "feature_4",
+      "predicate_op": ">=",
+      "predicate_value": 0.664448,
+      "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": 0.56239,
+      "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/n14/artifacts/v2q_n14_e4392efc7c9c6b65/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f1045961c1405db651f117a2e792d2282bafcb57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4392efc7c9c6b65/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:16:59.654940+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": 3500.66, "started_at": "2026-05-19T16:16:56.153067+00:00", "ended_at": "2026-05-19T16:16:59.653771+00:00", "prompt_metrics": {"chars": 24137, "bytes_utf8": 24137, "lines": 724, "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-aab4-7c10-931f-32c71692033e\"}\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": "2026-05-19T16:17:06.065772+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": 5407.92, "started_at": "2026-05-19T16:17:00.656664+00:00", "ended_at": "2026-05-19T16:17:06.064636+00:00", "prompt_metrics": {"chars": 24137, "bytes_utf8": 24137, "lines": 724, "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-bc66-78b2-8c19-bc038ea37742\"}\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/n14/artifacts/v2q_n14_e4f0c00a97d5371a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..24edde4ef88ee5dbda741a90e1b43b3a7f8d3504
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:17:28.125679+00:00",
+  "ended_at": "2026-05-19T16:17:36.173029+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_e4f0c00a97d5371a",
+    "problem_id": "v2p_n14_ca362d924649541c",
+    "dataset_id": "n14",
+    "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=feature_11.",
+    "bindings": {
+      "measure_col": "feature_11",
+      "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": 0.9956,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=61"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 6,
+    "problem_index_within_template": 2,
+    "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/n14/artifacts/v2q_n14_e4f0c00a97d5371a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f6676c5d99c0ea744110dfb1e3190610f5f22c5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e4f0c00a97d5371a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:17:31.675385+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": 3545.67, "started_at": "2026-05-19T16:17:28.128801+00:00", "ended_at": "2026-05-19T16:17:31.674514+00:00", "prompt_metrics": {"chars": 23987, "bytes_utf8": 23987, "lines": 718, "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\":\"019e4107-27a2-71b2-9b33-88d0a8320088\"}\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": "2026-05-19T16:17:36.172904+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": 3494.41, "started_at": "2026-05-19T16:17:32.677327+00:00", "ended_at": "2026-05-19T16:17:36.171799+00:00", "prompt_metrics": {"chars": 23987, "bytes_utf8": 23987, "lines": 718, "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\":\"019e4107-396a-72f2-8ab6-87eb34f9a1a3\"}\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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..db89dad971c47cbf8f0a0e2642c3c721dc8662a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/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": "2026-05-19T16:26:33.942189+00:00",
+  "ended_at": "2026-05-19T16:26:37.492258+00:00",
+  "elapsed_ms": 3550.03,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24062,
+    "bytes_utf8": 24062,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7376b70bffd4d5a39d4267796ddcb20ced88d047
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/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": "2026-05-19T16:26:38.494788+00:00",
+  "ended_at": "2026-05-19T16:26:41.753909+00:00",
+  "elapsed_ms": 3259.08,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24062,
+    "bytes_utf8": 24062,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cd71f08b05ec43ddbc2500e51df55d18e11f01e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "1",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.647185,
+    "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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4cd71f08b05ec43ddbc2500e51df55d18e11f01e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "1",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.647185,
+    "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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8cd6e477643bbabd7b8d7b26d4849095cd9cbc5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-7bc5-79e0-a09f-cecc3ba3a003"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0171612d684c5d22dc0cd76d4df0c3c300ec7e79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-7bc5-79e0-a09f-cecc3ba3a003"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..94cb058b3425b6e006115c36a0a0db3cc3d81e66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-8db1-76a2-88f4-0dff0a023ac4"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e1fb20fc5560785e8e09a3e8838f23f14dc9627
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410f-8db1-76a2-88f4-0dff0a023ac4"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/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/n14/artifacts/v2q_n14_e54841821aad7e94/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_e54841821aad7e94/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/n14/artifacts/v2q_n14_ebeb968db69cef2e/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbbe683095a860cffb75c08b4cda1978d67bbf34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:13:24.654833+00:00",
+  "ended_at": "2026-05-19T16:13:31.917377+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_ebeb968db69cef2e",
+    "problem_id": "v2p_n14_30d177d639fb2afd",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_30.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_30",
+      "item_col": "feature_31",
+      "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": -0.14384,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "item_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n       SUM({measure_col}) AS total_measure,\n       SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=6",
+      "sql_variant_index=1/2",
+      "binding_index=29"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 6,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b332a2ef9f20629dcb7ec2abb38c938f7f4e088
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ebeb968db69cef2e/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:13:27.685643+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": 3027.21, "started_at": "2026-05-19T16:13:24.657052+00:00", "ended_at": "2026-05-19T16:13:27.684292+00:00", "prompt_metrics": {"chars": 24222, "bytes_utf8": 24222, "lines": 722, "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\":\"019e4103-7025-7c13-8e3c-4c4a4030c1c6\"}\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": "2026-05-19T16:13:31.917285+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": 3228.48, "started_at": "2026-05-19T16:13:28.687953+00:00", "ended_at": "2026-05-19T16:13:31.916476+00:00", "prompt_metrics": {"chars": 24222, "bytes_utf8": 24222, "lines": 722, "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\":\"019e4103-7ff9-7e31-95cb-32ffdaf754d8\"}\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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ad21a9dfbfcc2424b253b2ffe84e7ba04a12ae47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/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": "2026-05-19T16:24:30.666653+00:00",
+  "ended_at": "2026-05-19T16:24:33.932344+00:00",
+  "elapsed_ms": 3265.65,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ef01821f72618204638039851d55cf275d13164
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/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": "2026-05-19T16:24:34.935058+00:00",
+  "ended_at": "2026-05-19T16:24:38.440946+00:00",
+  "elapsed_ms": 3505.84,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82637117a177a1aac0c5d718de88ea5e90239cac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_42.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_42",
+    "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": -0.16374,
+    "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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82637117a177a1aac0c5d718de88ea5e90239cac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_34, measure_col=feature_42.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_34",
+    "measure_col": "feature_42",
+    "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": -0.16374,
+    "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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b971202208152ad89ae1089d79e30485fe05ecea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-9a68-72e0-9170-b42e91f8d968"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11dd5983b907cb5b94b13e7cfc384c4fe95a8263
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-9a68-72e0-9170-b42e91f8d968"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..38bd5602da718001c94a83b78ab5fbf1d38c64a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-aaf4-7f03-a4e5-1deb9b82fe93"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a91b604db4f5950c2296bde1199234a5bf205cb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410d-aaf4-7f03-a4e5-1deb9b82fe93"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/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/n14/artifacts/v2q_n14_ef00f8c349f5410c/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ef00f8c349f5410c/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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4dd80c3dc8b72655d3770c95cd570326965f3828
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/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": "2026-05-19T16:23:16.033468+00:00",
+  "ended_at": "2026-05-19T16:23:18.971115+00:00",
+  "elapsed_ms": 2937.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..95c3c2ae93ab3254553d20de23fe8efd8b9663a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/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": "2026-05-19T16:23:19.973742+00:00",
+  "ended_at": "2026-05-19T16:23:23.998543+00:00",
+  "elapsed_ms": 4024.75,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24002,
+    "bytes_utf8": 24002,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dcf2195d149899cd2df4fe36e0aa4b2ba15b993d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
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+  ]
+}
+
+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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_43, measure_col=feature_38.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_43",
+    "measure_col": "feature_38",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.03736,
+    "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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dcf2195d149899cd2df4fe36e0aa4b2ba15b993d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=feature_43, measure_col=feature_38.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_43",
+    "measure_col": "feature_38",
+    "top_k": 18,
+    "top_n": 4,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": -0.03736,
+    "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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25fa1e22c1e34dcccc2a65ab617d6b3c37db2046
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-76a9-7dd1-8e21-6c7ccf61ccf3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6be67a0581c82ee108a1d292970a6f03f8bb5628
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-76a9-7dd1-8e21-6c7ccf61ccf3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..568c2cacb58400dd2dc547fa4ae0ba778b5ca4c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-8618-7f30-8ba1-a8d62e78519f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..42c67e6f420ffb1f887bb84df0a72fbd8e0b56c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410c-8618-7f30-8ba1-a8d62e78519f"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/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/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_efdf59c41bbdbcbc/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/n14/artifacts/v2q_n14_f0b16a1b6425836b/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c92e50808a24c6473eef45cdc1d2f93aa935574
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"value_label": "-0.092482", "support": 1281, "support_share": 0.6405, "support_rank": 1}, {"value_label": "0.050869", "support": 384, "support_share": 0.192, "support_rank": 2}, {"value_label": "-0.020807", "support": 98, "support_share": 0.049, "support_rank": 3}, {"value_label": "0.12254", "support": 96, "support_share": 0.048, "support_rank": 4}, {"value_label": "0.19422", "support": 77, "support_share": 0.0385, "support_rank": 5}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..91a58c4ef16d34a1d2ccd50a8988c58b2daeb58e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/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: n14
+-- 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_n14_f0b16a1b6425836b
+-- problem_id: v2p_n14_8a43b6b00a9cfff9
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "feature_33" AS value_label, COUNT(*) AS support
+    FROM "n14"
+    GROUP BY "feature_33"
+)
+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/n14/artifacts/v2q_n14_f0b16a1b6425836b/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9d46674a79ca24c0787bdcad2800728905ff3c82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/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: n14\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_n14_f0b16a1b6425836b\n-- problem_id: v2p_n14_8a43b6b00a9cfff9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n    SELECT \"feature_33\" AS value_label, COUNT(*) AS support\n    FROM \"n14\"\n    GROUP BY \"feature_33\"\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: n14\\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_n14_f0b16a1b6425836b\\n-- problem_id: v2p_n14_8a43b6b00a9cfff9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n    SELECT \\\"feature_33\\\" AS value_label, COUNT(*) AS support\\n    FROM \\\"n14\\\"\\n    GROUP BY \\\"feature_33\\\"\\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\": \"-0.092482\", \"support\": 1281, \"support_share\": 0.6405, \"support_rank\": 1}, {\"value_label\": \"0.050869\", \"support\": 384, \"support_share\": 0.192, \"support_rank\": 2}, {\"value_label\": \"-0.020807\", \"support\": 98, \"support_share\": 0.049, \"support_rank\": 3}, {\"value_label\": \"0.12254\", \"support\": 96, \"support_share\": 0.048, \"support_rank\": 4}, {\"value_label\": \"0.19422\", \"support\": 77, \"support_share\": 0.0385, \"support_rank\": 5}, {\"value_label\": \"0.33757\", \"support\": 18, \"support_share\": 0.009, \"support_rank\": 6}, {\"value_label\": \"0.2659\", \"support\": 11, \"support_share\": 0.0055, \"support_rank\": 7}, {\"value_label\": \"0.40925\", \"support\": 9, \"support_share\": 0.0045, \"support_rank\": 8}, {\"value_label\": \"0.48092\", \"support\": 6, \"support_share\": 0.003, \"support_rank\": 9}, {\"value_label\": \"0.69595\", \"support\": 4, \"support_share\": 0.002, \"support_rank\": 10}, {\"value_label\": \"0.5526\", \"support\": 3, \"support_share\": 0.0015, \"support_rank\": 11}, {\"value_label\": \"0.91097\", \"support\": 3, \"support_share\": 0.0015, \"support_rank\": 12}, {\"value_label\": \"0.76762\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 13}, {\"value_label\": \"1.0543\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 14}, {\"value_label\": \"1.341\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 15}, {\"value_label\": \"54.739\", \"support\": 2, \"support_share\": 0.001, \"support_rank\": 16}, {\"value_label\": \"0.8393\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 17}, {\"value_label\": \"1.4844\", \"support\": 1, \"support_share\": 0.0005, \"support_rank\": 18}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.05}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d582ae5516fa2a7e06cfbc8367ccf87ea2c1d23
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/run_manifest.json
@@ -0,0 +1,57 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:32:48.496559+00:00",
+  "ended_at": "2026-05-19T16:32:48.499836+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f0b16a1b6425836b",
+    "problem_id": "v2p_n14_8a43b6b00a9cfff9",
+    "dataset_id": "n14",
+    "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=feature_33.",
+    "bindings": {
+      "group_col": "feature_33"
+    },
+    "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=2",
+      "sql_variant_index=1/1"
+    ],
+    "template_selection_mode": "deterministic",
+    "selected_template_rank": 0,
+    "problem_index_within_template": 2,
+    "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/n14/sql/v2q_n14_f0b16a1b6425836b.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/n14/artifacts/v2q_n14_f0b16a1b6425836b/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0b16a1b6425836b/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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1176782ec27cddfe65b7d78f37d5ecb1ee21a15f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/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": "2026-05-19T16:25:56.156819+00:00",
+  "ended_at": "2026-05-19T16:25:59.281724+00:00",
+  "elapsed_ms": 3124.86,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24065,
+    "bytes_utf8": 24065,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d36dc2d434f65b819beff53e90c1676273a7d75b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/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": "2026-05-19T16:26:00.285410+00:00",
+  "ended_at": "2026-05-19T16:26:03.695637+00:00",
+  "elapsed_ms": 3410.16,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24065,
+    "bytes_utf8": 24065,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c783cb36d6a085754753878409378987d1e9e9a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_43",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.089589,
+    "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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c783cb36d6a085754753878409378987d1e9e9a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
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+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
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+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
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+      "feature_28": "-0.11823",
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+      "feature_30": "-0.045005",
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+      "feature_32": "0.5526",
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+      "feature_43": "0.026975",
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+      "feature_45": "-0.058829",
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+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
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+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
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+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "condition_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "feature_43",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.089589,
+    "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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0786ef2d3c63eb027c23317921e9992a0fbdae79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-e843-72a2-86c5-59ea2d280241"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..213c093a0803cca14d63a675c4d367f43ae325fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-e843-72a2-86c5-59ea2d280241"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9467d8f6e3b0c8c2a091d1574ec557bec924b9f8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-f85c-7072-9dac-986bda7ee986"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56ad09f1ff2901f22c2308848443a7a218f31791
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410e-f85c-7072-9dac-986bda7ee986"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/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/n14/artifacts/v2q_n14_f0f6358f8020be6a/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/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/n14/artifacts/v2q_n14_f0f6358f8020be6a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..a61ff8e421c7ee4e158b89439632fb3ba973fb91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:25:56.153573+00:00",
+  "ended_at": "2026-05-19T16:26:03.696809+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f0f6358f8020be6a",
+    "problem_id": "v2p_n14_f11ccffa776cc126",
+    "dataset_id": "n14",
+    "template_id": "tpl_m4_group_condition_rate",
+    "template_name": "Grouped Condition Rate",
+    "family_id": "conditional_dependency_structure",
+    "canonical_subitem_id": "dependency_strength_similarity",
+    "intended_facet_id": "pairwise_conditional_dependency",
+    "variant_semantic_role": "within_group_proportion",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=feature_43, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_43",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "top_k": 10,
+      "top_n": 3,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": 0.089589,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "condition_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;",
+    "notes": [
+      "default_facets=pairwise_conditional_dependency",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=1/2",
+      "binding_index=100"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 9,
+    "problem_index_within_template": 5,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "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/n14/artifacts/v2q_n14_f0f6358f8020be6a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..81ae0c595e658fac532e7b35b5d614c7cfc3f6aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f0f6358f8020be6a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:25:59.282862+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": 3124.86, "started_at": "2026-05-19T16:25:56.156819+00:00", "ended_at": "2026-05-19T16:25:59.281724+00:00", "prompt_metrics": {"chars": 24065, "bytes_utf8": 24065, "lines": 723, "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\":\"019e410e-e843-72a2-86c5-59ea2d280241\"}\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": "2026-05-19T16:26:03.696696+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": 3410.16, "started_at": "2026-05-19T16:26:00.285410+00:00", "ended_at": "2026-05-19T16:26:03.695637+00:00", "prompt_metrics": {"chars": 24065, "bytes_utf8": 24065, "lines": 723, "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\":\"019e410e-f85c-7072-9dac-986bda7ee986\"}\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/n14/artifacts/v2q_n14_f11d274c79123505/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecdd4750975d650c9d3b0ffe5bdb88835fd34e31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:15:06.332158+00:00",
+  "ended_at": "2026-05-19T16:15:14.311429+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f11d274c79123505",
+    "problem_id": "v2p_n14_6f998cc14ab61790",
+    "dataset_id": "n14",
+    "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=feature_34, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_34",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "top_k": 13,
+      "top_n": 5,
+      "num_tiles": 10,
+      "percentile_value": 0.95,
+      "z_threshold": 2.0,
+      "fraction_threshold": 0.1,
+      "baseline_multiplier": 1.5,
+      "baseline_fraction": 0.1,
+      "min_group_size": 5,
+      "min_support": 5,
+      "measure_threshold": -0.053167,
+      "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=3",
+      "sql_variant_index=1/1",
+      "binding_index=38"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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",
+  "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/n14/artifacts/v2q_n14_f11d274c79123505/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4696e941bf8515544668ab7de225ad71f4b98b7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f11d274c79123505/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:09.358977+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": 3023.91, "started_at": "2026-05-19T16:15:06.334260+00:00", "ended_at": "2026-05-19T16:15:09.358193+00:00", "prompt_metrics": {"chars": 24622, "bytes_utf8": 24622, "lines": 723, "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-fd5d-7792-b0a3-f8712363ebbd\"}\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": "2026-05-19T16:15:14.311338+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": 3950.36, "started_at": "2026-05-19T16:15:10.360127+00:00", "ended_at": "2026-05-19T16:15:14.310514+00:00", "prompt_metrics": {"chars": 24622, "bytes_utf8": 24622, "lines": 723, "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\":\"019e4105-0d1c-7e92-bb17-1ebd7b1ea8ea\"}\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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ceab53e9c119512d3db300644d12cece7beaabf7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/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": "2026-05-19T16:29:21.757634+00:00",
+  "ended_at": "2026-05-19T16:29:25.320642+00:00",
+  "elapsed_ms": 3562.96,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bdcbe296cce99b33343d1072886622f5bd26425
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/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": "2026-05-19T16:29:26.324330+00:00",
+  "ended_at": "2026-05-19T16:29:31.891600+00:00",
+  "elapsed_ms": 5567.2,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cacdbe72b3af4d6b308be0ed47ae46b6af528e39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
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+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
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+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_43.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_43",
+    "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": 0.21802,
+    "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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cacdbe72b3af4d6b308be0ed47ae46b6af528e39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_43.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_43",
+    "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": 0.21802,
+    "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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5f7864f40c8dff11a1b3c30e981eb0d31cc5af13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-0b56-7f71-8e26-a89624374371"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..130b536519ea16a805127aa366bdd0e5adec739d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-0b56-7f71-8e26-a89624374371"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f87fcf0dc5a2e1817e38996326d9502a2a13e846
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-1d1b-7093-ab9d-fee9f2a12c3e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..121dfde9c37830e65902cd87b8dcf27fa9d1b090
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-1d1b-7093-ab9d-fee9f2a12c3e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/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/n14/artifacts/v2q_n14_f14cdd0855d86d02/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/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/n14/artifacts/v2q_n14_f14cdd0855d86d02/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..75939bae4aeae9fc9de6d1a526cc8a0cf1c05e7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:29:21.754666+00:00",
+  "ended_at": "2026-05-19T16:29:31.893168+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f14cdd0855d86d02",
+    "problem_id": "v2p_n14_f158fe0a85deaa3e",
+    "dataset_id": "n14",
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "count_distribution",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=feature_43.",
+    "bindings": {
+      "group_col": "feature_43",
+      "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": 0.21802,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=5",
+      "sql_variant_index=2/2",
+      "binding_index=124"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_f14cdd0855d86d02/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1a24acc1e2326482ceffbfc0c69f8c9c49722df0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f14cdd0855d86d02/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:25.321817+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": 3562.96, "started_at": "2026-05-19T16:29:21.757634+00:00", "ended_at": "2026-05-19T16:29:25.320642+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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\":\"019e4112-0b56-7f71-8e26-a89624374371\"}\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": "2026-05-19T16:29:31.893009+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": 5567.2, "started_at": "2026-05-19T16:29:26.324330+00:00", "ended_at": "2026-05-19T16:29:31.891600+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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\":\"019e4112-1d1b-7093-ab9d-fee9f2a12c3e\"}\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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cab82379d6afa6c2ae2293f8a81b34aadf03e447
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/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": "2026-05-19T16:14:51.296105+00:00",
+  "ended_at": "2026-05-19T16:14:54.636847+00:00",
+  "elapsed_ms": 3340.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24622,
+    "bytes_utf8": 24622,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..64856ef144ba175cccc37120d1903741dbfa300d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/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": "2026-05-19T16:14:55.639080+00:00",
+  "ended_at": "2026-05-19T16:14:58.916355+00:00",
+  "elapsed_ms": 3277.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24622,
+    "bytes_utf8": 24622,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e34a63de86689699c80293dffc952259bc2bc591
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": -0.079635,
+    "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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e34a63de86689699c80293dffc952259bc2bc591
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_10, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_10",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": -0.079635,
+    "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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..508b7df8c5d155a3ee741f489032d27f694b17f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-c2b3-7cd3-83c4-edf985985070"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a7412e4a3642bf1de5a6c03ace8e43f91c8d85b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-c2b3-7cd3-83c4-edf985985070"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5769bcc7727659780cafffd58695108993b88cb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-d3ac-7020-92b7-0a759d3ce6f0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaa67f1fdfeaeb36dd47e91e0ff5d6763712e05a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-d3ac-7020-92b7-0a759d3ce6f0"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/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/n14/artifacts/v2q_n14_f2d9e26307024c07/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2d9e26307024c07/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/n14/artifacts/v2q_n14_f2e5cbc45037e16a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f52f31a5d69003d9d9e845041f0ef280e73c76b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:10:15.735378+00:00",
+  "ended_at": "2026-05-19T16:10:22.768621+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f2e5cbc45037e16a",
+    "problem_id": "v2p_n14_6dae5dd9869845b8",
+    "dataset_id": "n14",
+    "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=target, measure_col=feature_6.",
+    "bindings": {
+      "group_col": "target",
+      "measure_col": "feature_6",
+      "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": -0.13313,
+      "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/n14/artifacts/v2q_n14_f2e5cbc45037e16a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bc978071bf35387b86b4ec9e40dc65b45ed95c4b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f2e5cbc45037e16a/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:10:18.721342+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": 2983.05, "started_at": "2026-05-19T16:10:15.737516+00:00", "ended_at": "2026-05-19T16:10:18.720596+00:00", "prompt_metrics": {"chars": 23815, "bytes_utf8": 23815, "lines": 720, "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\":\"019e4100-8e4e-78f2-b22a-39001a3bc4b3\"}\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": "2026-05-19T16:10:22.768536+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": 3045.11, "started_at": "2026-05-19T16:10:19.722623+00:00", "ended_at": "2026-05-19T16:10:22.767772+00:00", "prompt_metrics": {"chars": 23815, "bytes_utf8": 23815, "lines": 720, "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\":\"019e4100-9dc4-7090-ac4a-9d089a4fd780\"}\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/n14/artifacts/v2q_n14_f344823d06513630/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcd802cd7850b7b176f2e2d7afd76541843a4499
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:21:40.835451+00:00",
+  "ended_at": "2026-05-19T16:21:54.307500+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f344823d06513630",
+    "problem_id": "v2p_n14_d6659bf34fbf63b9",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_31.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_31",
+      "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": -0.23127,
+      "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=10",
+      "sql_variant_index=2/2",
+      "binding_index=81"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "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/n14/artifacts/v2q_n14_f344823d06513630/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..67db8c4406d8979dec84e24bc930f0288e6c7cf1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f344823d06513630/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:21:49.921259+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": 9082.31, "started_at": "2026-05-19T16:21:40.838109+00:00", "ended_at": "2026-05-19T16:21:49.920446+00:00", "prompt_metrics": {"chars": 24379, "bytes_utf8": 24379, "lines": 720, "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-0267-7270-a652-3641587cbf6f\"}\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": "2026-05-19T16:21:54.307413+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": 3383.32, "started_at": "2026-05-19T16:21:50.923221+00:00", "ended_at": "2026-05-19T16:21:54.306587+00:00", "prompt_metrics": {"chars": 24379, "bytes_utf8": 24379, "lines": 720, "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-29cf-7082-ba3c-de65dabaad1e\"}\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/n14/artifacts/v2q_n14_f55d64986cbe6776/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4fccc5bcef1a7dd5f10b48379ed825c36a3f000
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/run_manifest.json
@@ -0,0 +1,71 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:23.093207+00:00",
+  "ended_at": "2026-05-19T16:14:29.942011+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f55d64986cbe6776",
+    "problem_id": "v2p_n14_e02c38fe9312fa9c",
+    "dataset_id": "n14",
+    "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=feature_42, measure_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_42",
+      "measure_col": "feature_34",
+      "item_col": "feature_36",
+      "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": -0.22559,
+      "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=1/2",
+      "binding_index=33"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 3,
+    "problem_index_within_template": 10,
+    "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/n14/artifacts/v2q_n14_f55d64986cbe6776/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3d29316b2b2234446a41aceeb5d8aa1d51000820
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f55d64986cbe6776/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:14:25.760489+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": 2664.05, "started_at": "2026-05-19T16:14:23.095252+00:00", "ended_at": "2026-05-19T16:14:25.759331+00:00", "prompt_metrics": {"chars": 24230, "bytes_utf8": 24230, "lines": 722, "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\":\"019e4104-5471-7562-a83d-23f71ff24d7a\"}\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": "2026-05-19T16:14:29.941911+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": 3179.05, "started_at": "2026-05-19T16:14:26.762133+00:00", "ended_at": "2026-05-19T16:14:29.941216+00:00", "prompt_metrics": {"chars": 24230, "bytes_utf8": 24230, "lines": 722, "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\":\"019e4104-62c4-7000-b971-4fa663a685f4\"}\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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..66c8162d45b198a9d4b0c15fbdaa39d047f1d9a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/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": "2026-05-19T16:30:15.415172+00:00",
+  "ended_at": "2026-05-19T16:30:18.938566+00:00",
+  "elapsed_ms": 3523.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..45995c78343fee8966527b65fed82d8043dc7e3d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/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": "2026-05-19T16:30:19.943332+00:00",
+  "ended_at": "2026-05-19T16:30:23.846309+00:00",
+  "elapsed_ms": 3902.91,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 23809,
+    "bytes_utf8": 23809,
+    "lines": 718,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..845ca49830827be251c0b10fa5e8d7062f155e36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.18967,
+    "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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..845ca49830827be251c0b10fa5e8d7062f155e36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,718 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_low_support_group_count_v2",
+    "template_name": "Low-Support Group Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "n14",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=feature_33.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "feature_33",
+    "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": 0.18967,
+    "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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f24bf17726a197304a9e705f2c2cc804a8d1b30e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-dcf6-7a90-b6ee-62853684102d"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e26f88c7dbfa4953877ab4510946e054e1dd4f17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-dcf6-7a90-b6ee-62853684102d"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e29f4201b2538921664672159516daba41d6a41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-ee8f-7c20-8e5a-8803b12eb74a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..288b249ac2bdb632e023bd4596e55e5994276d74
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4112-ee8f-7c20-8e5a-8803b12eb74a"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/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/n14/artifacts/v2q_n14_f5afd41747645fa8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/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/n14/artifacts/v2q_n14_f5afd41747645fa8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d63dd3df94cf88b1201d5f1bd6597b915e5865d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:30:15.411427+00:00",
+  "ended_at": "2026-05-19T16:30:23.847546+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f5afd41747645fa8",
+    "problem_id": "v2p_n14_5fa67e8248cd3d55",
+    "dataset_id": "n14",
+    "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=feature_33.",
+    "bindings": {
+      "group_col": "feature_33",
+      "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": 0.18967,
+      "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=2/2",
+      "binding_index=127"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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/n14/artifacts/v2q_n14_f5afd41747645fa8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..163ee4169938a98d0bee27e850d2d1d63ce870ac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f5afd41747645fa8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:30:18.940531+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": 3523.34, "started_at": "2026-05-19T16:30:15.415172+00:00", "ended_at": "2026-05-19T16:30:18.938566+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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-dcf6-7a90-b6ee-62853684102d\"}\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": "2026-05-19T16:30:23.847424+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": 3902.91, "started_at": "2026-05-19T16:30:19.943332+00:00", "ended_at": "2026-05-19T16:30:23.846309+00:00", "prompt_metrics": {"chars": 23809, "bytes_utf8": 23809, "lines": 718, "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-ee8f-7c20-8e5a-8803b12eb74a\"}\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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba35f7bee392bbf9061ba48c153e128ca55a5a15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/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": "2026-05-19T16:22:17.649798+00:00",
+  "ended_at": "2026-05-19T16:22:20.949433+00:00",
+  "elapsed_ms": 3299.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24004,
+    "bytes_utf8": 24004,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..56ee486d890c2755de3c8f51927cc58f2ca73820
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/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": "2026-05-19T16:22:21.952886+00:00",
+  "ended_at": "2026-05-19T16:22:28.415443+00:00",
+  "elapsed_ms": 6462.49,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24004,
+    "bytes_utf8": 24004,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..228dee4585d89b1aa83cd99990e7420761226587
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_35.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_35",
+    "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": -0.22077,
+    "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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..228dee4585d89b1aa83cd99990e7420761226587
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=feature_33, measure_col=feature_35.",
+  "planned_template_id": "tpl_grouped_percentile_point",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_35",
+    "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": -0.22077,
+    "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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8babaa4d20a6e4c771432c745fb707530b609ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-92a1-7aa1-b18f-b47f91e7dd95"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5ceaa01b6ef4f752d17fe7451a892f1258e6279
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-92a1-7aa1-b18f-b47f91e7dd95"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6e6e01ce8c1cad71663118a2a241dd3a0763219
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-a386-7002-ab14-63fbf16d24d9"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bd404276d71c5bf5fa0b178df99a576e52946d5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410b-a386-7002-ab14-63fbf16d24d9"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/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/n14/artifacts/v2q_n14_f6a0b910787211a8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6a0b910787211a8/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/n14/artifacts/v2q_n14_f6c9eb140e728094/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d50a75c21176bd1af0e82adc40a0cde5426e000a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:28:57.715415+00:00",
+  "ended_at": "2026-05-19T16:29:06.262476+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f6c9eb140e728094",
+    "problem_id": "v2p_n14_556b79abc302863b",
+    "dataset_id": "n14",
+    "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=feature_42.",
+    "bindings": {
+      "group_col": "feature_42",
+      "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": 0.020912,
+      "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=1/2",
+      "binding_index=123"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "problem_index_within_template": 4,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "error": "AI CLI command failed with exit code 1: "
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8a95c97f71e1d8e9b32dd539d3845a9adfb64cfc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f6c9eb140e728094/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:29:01.467722+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": 3748.34, "started_at": "2026-05-19T16:28:57.718347+00:00", "ended_at": "2026-05-19T16:29:01.466723+00:00", "prompt_metrics": {"chars": 23808, "bytes_utf8": 23808, "lines": 718, "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-ad77-7161-a316-4b352590b325\"}\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": "2026-05-19T16:29:06.262378+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": 3791.23, "started_at": "2026-05-19T16:29:02.470154+00:00", "ended_at": "2026-05-19T16:29:06.261439+00:00", "prompt_metrics": {"chars": 23808, "bytes_utf8": 23808, "lines": 718, "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-bfed-75d2-b359-189c79617c1c\"}\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/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..abf97a663ad87e8000c904e3a65bde45d3257e31
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:27:21.557111+00:00",
+  "ended_at": "2026-05-19T16:27:30.263830+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f7327c2e3d2ffa10",
+    "problem_id": "v2p_n14_def1509592f0cf7d",
+    "dataset_id": "n14",
+    "template_id": "tpl_threshold_rarity_cdf",
+    "template_name": "Threshold Rarity CDF",
+    "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 Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=feature_10.",
+    "bindings": {
+      "measure_col": "feature_10",
+      "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": 0.039015,
+      "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": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};",
+    "notes": [
+      "default_facets=low_support_extremes",
+      "template_selection_mode=rule",
+      "problem_index_within_template=4",
+      "sql_variant_index=1/1",
+      "binding_index=111"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "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/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b00dc43f04414849fd4eab9d81c8f679a32dfa4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f7327c2e3d2ffa10/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:27:25.826719+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": 4265.39, "started_at": "2026-05-19T16:27:21.560061+00:00", "ended_at": "2026-05-19T16:27:25.825506+00:00", "prompt_metrics": {"chars": 23755, "bytes_utf8": 23755, "lines": 718, "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\":\"019e4110-35c0-7023-9afb-974a026e7cb6\"}\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": "2026-05-19T16:27:30.263696+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": 3432.76, "started_at": "2026-05-19T16:27:26.829775+00:00", "ended_at": "2026-05-19T16:27:30.262600+00:00", "prompt_metrics": {"chars": 23755, "bytes_utf8": 23755, "lines": 718, "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\":\"019e4110-4a60-7a12-8e76-1ac92b463e18\"}\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/n14/artifacts/v2q_n14_f9f36490f6518787/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..de21f16b296c02234c547c86b4f7518e7659e496
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/run_manifest.json
@@ -0,0 +1,73 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:16:47.486597+00:00",
+  "ended_at": "2026-05-19T16:16:56.149115+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_f9f36490f6518787",
+    "problem_id": "v2p_n14_644bd1e4e0201f37",
+    "dataset_id": "n14",
+    "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=feature_34, group_col_2=feature_42.",
+    "bindings": {
+      "group_col": "feature_34",
+      "group_col_2": "feature_42",
+      "predicate_col": "feature_3",
+      "predicate_op": ">=",
+      "predicate_value": 0.25664,
+      "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": 0.664448,
+      "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=7",
+      "sql_variant_index=1/1",
+      "binding_index=54"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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/n14/artifacts/v2q_n14_f9f36490f6518787/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7df83321b679a7ae74ac8af8e815032e21a34d43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_f9f36490f6518787/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:16:50.546956+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": 3055.23, "started_at": "2026-05-19T16:16:47.490574+00:00", "ended_at": "2026-05-19T16:16:50.545860+00:00", "prompt_metrics": {"chars": 24138, "bytes_utf8": 24138, "lines": 724, "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\":\"019e4106-88ff-7733-a6b3-d44942fe1659\"}\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": "2026-05-19T16:16:56.148968+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": 4599.33, "started_at": "2026-05-19T16:16:51.548484+00:00", "ended_at": "2026-05-19T16:16:56.147858+00:00", "prompt_metrics": {"chars": 24138, "bytes_utf8": 24138, "lines": 724, "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\":\"019e4106-98bc-7eb1-b913-3807c89da8de\"}\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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd3da30a23c9ac23e41e921a0e499096a4ca9749
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/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": "2026-05-19T16:14:58.919721+00:00",
+  "ended_at": "2026-05-19T16:15:02.191245+00:00",
+  "elapsed_ms": 3271.5,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24619,
+    "bytes_utf8": 24619,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a18709249598211d61c5b88cb71965ad834cde6b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/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": "2026-05-19T16:15:03.193473+00:00",
+  "ended_at": "2026-05-19T16:15:06.330920+00:00",
+  "elapsed_ms": 3137.41,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24619,
+    "bytes_utf8": 24619,
+    "lines": 723,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2026b2a1ab51bf482f26fafd6cda05c0d5f9fb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
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+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_33, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_33",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.14801,
+    "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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f2026b2a1ab51bf482f26fafd6cda05c0d5f9fb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,723 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_m4_group_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": "n14",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=feature_33, condition_col=target.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "feature_33",
+    "condition_col": "target",
+    "condition_value": "6",
+    "positive_value": "6",
+    "negative_value": "1",
+    "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": 0.14801,
+    "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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6f2e588bf86e7d2e081c0b0d6a24c26848b2021
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-e089-7a83-b4f6-ca8a5c45c774"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f8c8d416705b9746ce5b4988c1698c8e401fd43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-e089-7a83-b4f6-ca8a5c45c774"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..959e7ee19bc21076ac9a6276f04856afdd4de268
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-f12a-7d61-8c25-b8db0d9b0fc3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..057dcace9956344493f7e2e6786840cb0c81c4ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e4104-f12a-7d61-8c25-b8db0d9b0fc3"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/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/n14/artifacts/v2q_n14_fa9e1230bd306953/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/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/n14/artifacts/v2q_n14_fa9e1230bd306953/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3119e10646218360483dab553e9f67e06926765
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:14:58.917609+00:00",
+  "ended_at": "2026-05-19T16:15:06.331788+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_fa9e1230bd306953",
+    "problem_id": "v2p_n14_22e406878be266ee",
+    "dataset_id": "n14",
+    "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=feature_33, condition_col=target.",
+    "bindings": {
+      "group_col": "feature_33",
+      "condition_col": "target",
+      "condition_value": "6",
+      "positive_value": "6",
+      "negative_value": "1",
+      "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": 0.14801,
+      "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=2",
+      "sql_variant_index=1/1",
+      "binding_index=37"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "problem_index_within_template": 2,
+    "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/n14/artifacts/v2q_n14_fa9e1230bd306953/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..53dc496884a3ecd24148241ba69e64c0171df5ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fa9e1230bd306953/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:15:02.191978+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": 3271.5, "started_at": "2026-05-19T16:14:58.919721+00:00", "ended_at": "2026-05-19T16:15:02.191245+00:00", "prompt_metrics": {"chars": 24619, "bytes_utf8": 24619, "lines": 723, "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-e089-7a83-b4f6-ca8a5c45c774\"}\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": "2026-05-19T16:15:06.331697+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": 3137.41, "started_at": "2026-05-19T16:15:03.193473+00:00", "ended_at": "2026-05-19T16:15:06.330920+00:00", "prompt_metrics": {"chars": 24619, "bytes_utf8": 24619, "lines": 723, "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-f12a-7d61-8c25-b8db0d9b0fc3\"}\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/n14/artifacts/v2q_n14_fc5242e9130eac28/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..89e2c095f2354bbf909f28e27697739435cd9912
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_f",
+  "dataset_id": "n14",
+  "started_at": "2026-05-19T16:22:01.806208+00:00",
+  "ended_at": "2026-05-19T16:22:09.453954+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n14_fc5242e9130eac28",
+    "problem_id": "v2p_n14_392ef90e9980e986",
+    "dataset_id": "n14",
+    "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=feature_10, measure_col=feature_34.",
+    "bindings": {
+      "group_col": "feature_10",
+      "measure_col": "feature_34",
+      "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": -0.22559,
+      "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=2/2",
+      "binding_index=84"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "problem_index_within_template": 1,
+    "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/n14/artifacts/v2q_n14_fc5242e9130eac28/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7481a03513e2ada6643c792685c5134e7da05943
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_fc5242e9130eac28/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:22:05.107866+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": 3298.51, "started_at": "2026-05-19T16:22:01.808378+00:00", "ended_at": "2026-05-19T16:22:05.106911+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-545d-7720-b5bc-893190029331\"}\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": "2026-05-19T16:22:09.453751+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": 3342.34, "started_at": "2026-05-19T16:22:06.109824+00:00", "ended_at": "2026-05-19T16:22:09.452207+00:00", "prompt_metrics": {"chars": 24002, "bytes_utf8": 24002, "lines": 720, "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-6518-7612-9e0f-3a23f32bce20\"}\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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6a4ce5b032579d841c8a2d16c8e68fde793af77
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/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": "2026-05-19T16:21:05.313221+00:00",
+  "ended_at": "2026-05-19T16:21:08.375080+00:00",
+  "elapsed_ms": 3061.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24380,
+    "bytes_utf8": 24380,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e32b4d4f7c309a5a167d208c5e01f7f3d5301527
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/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": "2026-05-19T16:21:09.377473+00:00",
+  "ended_at": "2026-05-19T16:21:12.293918+00:00",
+  "elapsed_ms": 2916.41,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 24380,
+    "bytes_utf8": 24380,
+    "lines": 720,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 280,
+      "lines": 4,
+      "estimated_tokens": null
+    },
+    "usage": {}
+  },
+  "status": "failed",
+  "error": "AI CLI command failed with exit code 1: ",
+  "prompt_path": "cli/sql_prompt_attempt_2.txt",
+  "response_path": "cli/sql_response_attempt_2.txt",
+  "raw_response_path": "cli/sql_response_attempt_2.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_2.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..828df7451fbf9ddd2c4f7c4573cbccf1d16819f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "feature_1": "0.45211",
+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
+      "feature_38": "1.5377",
+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
+      "feature_42": "28.545",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.57834",
+      "feature_45": "-2.4037",
+      "feature_46": "-0.54541",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
+      "feature_1": "-0.81225",
+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
+      "feature_6": "-0.31074",
+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.674",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.14946",
+      "feature_14": "0.5526",
+      "feature_15": "-0.16784",
+      "feature_16": "0.69752",
+      "feature_17": "-0.15922",
+      "feature_18": "-1.1126",
+      "feature_19": "-0.69626",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.070088",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.04105",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47313",
+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.18731",
+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
+      "feature_36": "-0.09507",
+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
+      "feature_1": "0.62514",
+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
+      "feature_19": "-0.2304",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33, measure_col=feature_29.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_29",
+    "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": -0.058391,
+    "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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..828df7451fbf9ddd2c4f7c4573cbccf1d16819f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,720 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: n14
+- dataset_name: N14
+- table_name: n14
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 51 feature columns and target `target`.
+- task_type: classification
+- target_column: target
+- main_row_count: 2000
+- important_fields:
+- feature_1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 1.
+- feature_2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 2.
+- feature_3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 3.
+- feature_4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 4.
+- feature_5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 5.
+- feature_6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 6.
+- feature_7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 7.
+- feature_8: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 8.
+- feature_9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 9.
+- feature_10: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 10.
+- feature_11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 11.
+- feature_12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 12.
+- feature_13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 13.
+- feature_14: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 14.
+- feature_15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 15.
+- feature_16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 16.
+- feature_17: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 17.
+- feature_18: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 18.
+- feature_19: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 19.
+- feature_20: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 20.
+- feature_21: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 21.
+- feature_22: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 22.
+- feature_23: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 23.
+- feature_24: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 24.
+- feature_25: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 25.
+- feature_26: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 26.
+- feature_27: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 27.
+- feature_28: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 28.
+- feature_29: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 29.
+- feature_30: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 30.
+- feature_31: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 31.
+- feature_32: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 32.
+- feature_33: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 33.
+- feature_34: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 34.
+- feature_35: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 35.
+- feature_36: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 36.
+- feature_37: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 37.
+- feature_38: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 38.
+- feature_39: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 39.
+- feature_40: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Numeric field for feature 40.
+- feature_41: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 41.
+- feature_42: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 42.
+- feature_43: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for feature 43.
+- feature_44: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 44.
+- feature_45: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 45.
+- feature_46: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 46.
+- feature_47: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 47.
+- feature_48: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 48.
+- feature_49: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 49.
+- feature_50: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 50.
+- feature_51: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for feature 51.
+- target: role=target, type=categorical_ordinal_target. ordered=['1', '2', '4', '5', '6'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target.
+- useful_field_combinations: [['feature_10', 'feature_33', 'target'], ['feature_10', 'feature_1', 'target'], ['feature_1', 'feature_2', 'target']]
+- fields_requiring_caution: ['target', 'feature_1', 'feature_2', 'feature_3']
+- source_url: https://www.openml.org/d/44663
+
+SQLite schema snapshot:
+{
+  "table_name": "n14",
+  "quoted_table_name": "\"n14\"",
+  "row_count": 2000,
+  "columns": [
+    {
+      "name": "feature_1",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_2",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_3",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_4",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_5",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_6",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_7",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_9",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_10",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_11",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_12",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_13",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_14",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_15",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_16",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_17",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_18",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_19",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_20",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_21",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_22",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_23",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_24",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_25",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_26",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_27",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_28",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_29",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_30",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_31",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_32",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_33",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_34",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_35",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_36",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_37",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_38",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_39",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_40",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_41",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_42",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_43",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_44",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_45",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_46",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_47",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_48",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_49",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_50",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "feature_51",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "target",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
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+      "feature_2": "-0.31925",
+      "feature_3": "-0.98411",
+      "feature_4": "-0.13769",
+      "feature_5": "-0.33954",
+      "feature_6": "1.1749",
+      "feature_7": "-0.1568",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.28429",
+      "feature_10": "-0.7775",
+      "feature_11": "-0.79958",
+      "feature_12": "-0.37283",
+      "feature_13": "-0.30653",
+      "feature_14": "-3.4736",
+      "feature_15": "-0.16284",
+      "feature_16": "-1.4041",
+      "feature_17": "-0.040878",
+      "feature_18": "5.307",
+      "feature_19": "4.0034",
+      "feature_20": "9.3294",
+      "feature_21": "4.0886",
+      "feature_22": "0.020912",
+      "feature_23": "-0.022059",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.4805",
+      "feature_26": "2.5928",
+      "feature_27": "2.8029",
+      "feature_28": "0.10459",
+      "feature_29": "1.0303",
+      "feature_30": "-0.44033",
+      "feature_31": "4.6948",
+      "feature_32": "-3.4736",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.049982",
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+      "feature_39": "-0.048832",
+      "feature_40": "6.5201",
+      "feature_41": "-0.22282",
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+      "feature_48": "-0.4899",
+      "feature_49": "1.9107",
+      "feature_50": "-0.46486",
+      "feature_51": "-1.7821",
+      "target": "6"
+    },
+    {
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+      "feature_2": "-0.83196",
+      "feature_3": "-0.50501",
+      "feature_4": "-0.75295",
+      "feature_5": "-0.90213",
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+      "feature_7": "0.92518",
+      "feature_8": "0.39943",
+      "feature_9": "0.39425",
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+      "feature_11": "-0.674",
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+      "feature_14": "0.5526",
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+      "feature_23": "-0.04105",
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+      "feature_26": "-0.6184",
+      "feature_27": "-0.4927",
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+      "feature_30": "-0.045005",
+      "feature_31": "-0.67335",
+      "feature_32": "0.5526",
+      "feature_33": "0.050869",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.020493",
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+      "feature_37": "-0.40052",
+      "feature_38": "-0.61062",
+      "feature_39": "-0.36328",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "0.026975",
+      "feature_44": "-0.57834",
+      "feature_45": "-0.058829",
+      "feature_46": "-0.47263",
+      "feature_47": "-0.55678",
+      "feature_48": "-0.4899",
+      "feature_49": "-0.78459",
+      "feature_50": "0.17317",
+      "feature_51": "0.73721",
+      "target": "3"
+    },
+    {
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+      "feature_2": "0.83152",
+      "feature_3": "-0.15694",
+      "feature_4": "0.58369",
+      "feature_5": "0.36196",
+      "feature_6": "0.032973",
+      "feature_7": "-0.33536",
+      "feature_8": "-0.41777",
+      "feature_9": "-0.23699",
+      "feature_10": "-0.64141",
+      "feature_11": "-0.6322",
+      "feature_12": "-0.35436",
+      "feature_13": "-0.27017",
+      "feature_14": "0.25437",
+      "feature_15": "-0.10938",
+      "feature_16": "-0.47098",
+      "feature_17": "-0.081087",
+      "feature_18": "0.58673",
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+      "feature_20": "-0.28811",
+      "feature_21": "-0.32629",
+      "feature_22": "1.4901",
+      "feature_23": "0.87592",
+      "feature_24": "0.96512",
+      "feature_25": "0.19161",
+      "feature_26": "0.18967",
+      "feature_27": "0.24043",
+      "feature_28": "-0.10486",
+      "feature_29": "-0.14172",
+      "feature_30": "-0.3415",
+      "feature_31": "-0.10496",
+      "feature_32": "0.25437",
+      "feature_33": "-0.092482",
+      "feature_34": "0.5974",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "0.061217",
+      "feature_38": "0.21441",
+      "feature_39": "0.059837",
+      "feature_40": "-0.26431",
+      "feature_41": "0.066676",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "-0.53486",
+      "feature_45": "0.99018",
+      "feature_46": "-0.42896",
+      "feature_47": "-0.51262",
+      "feature_48": "-0.4348",
+      "feature_49": "-0.74034",
+      "feature_50": "-0.46486",
+      "feature_51": "0.88763",
+      "target": "1"
+    },
+    {
+      "feature_1": "-0.80783",
+      "feature_2": "-0.9033",
+      "feature_3": "-0.5539",
+      "feature_4": "-0.76689",
+      "feature_5": "-0.87888",
+      "feature_6": "-0.30215",
+      "feature_7": "0.90111",
+      "feature_8": "0.39943",
+      "feature_9": "0.40448",
+      "feature_10": "-0.36924",
+      "feature_11": "-0.68179",
+      "feature_12": "-0.26728",
+      "feature_13": "-0.15007",
+      "feature_14": "0.75143",
+      "feature_15": "-0.1682",
+      "feature_16": "0.71243",
+      "feature_17": "-0.1592",
+      "feature_18": "-0.82935",
+      "feature_19": "-0.6045",
+      "feature_20": "-0.28811",
+      "feature_21": "-0.11177",
+      "feature_22": "-0.86058",
+      "feature_23": "-0.028633",
+      "feature_24": "-0.4775",
+      "feature_25": "-0.47887",
+      "feature_26": "-0.5222",
+      "feature_27": "-0.43662",
+      "feature_28": "-0.11823",
+      "feature_29": "-0.19594",
+      "feature_30": "-0.44033",
+      "feature_31": "-0.67335",
+      "feature_32": "0.75143",
+      "feature_33": "-0.020807",
+      "feature_34": "-0.22559",
+      "feature_35": "0.78062",
+      "feature_36": "0.54805",
+      "feature_37": "-0.39735",
+      "feature_38": "-0.60591",
+      "feature_39": "-0.35981",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.39991",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.04266",
+      "feature_44": "-0.46964",
+      "feature_45": "0.002878",
+      "feature_46": "-0.36346",
+      "feature_47": "-0.47398",
+      "feature_48": "-0.38659",
+      "feature_49": "-0.70162",
+      "feature_50": "0.26432",
+      "feature_51": "0.62579",
+      "target": "2"
+    },
+    {
+      "feature_1": "0.97122",
+      "feature_2": "0.83152",
+      "feature_3": "-0.57052",
+      "feature_4": "0.9959",
+      "feature_5": "0.76282",
+      "feature_6": "0.032973",
+      "feature_7": "-0.69248",
+      "feature_8": "-0.55397",
+      "feature_9": "-0.47347",
+      "feature_10": "0.039015",
+      "feature_11": "1.4722",
+      "feature_12": "-0.3438",
+      "feature_13": "-0.16783",
+      "feature_14": "-0.93859",
+      "feature_15": "-0.19478",
+      "feature_16": "0.38728",
+      "feature_17": "-0.132",
+      "feature_18": "0.58673",
+      "feature_19": "0.4817",
+      "feature_20": "-1.3567",
+      "feature_21": "-0.30768",
+      "feature_22": "0.29638",
+      "feature_23": "0.003719",
+      "feature_24": "-0.29717",
+      "feature_25": "0.1141",
+      "feature_26": "0.33638",
+      "feature_27": "0.11553",
+      "feature_28": "-0.096781",
+      "feature_29": "-0.18849",
+      "feature_30": "-0.44033",
+      "feature_31": "1.4739",
+      "feature_32": "-0.93859",
+      "feature_33": "-0.092482",
+      "feature_34": "-0.22559",
+      "feature_35": "-0.42105",
+      "feature_36": "-0.35232",
+      "feature_37": "-0.20036",
+      "feature_38": "-0.32996",
+      "feature_39": "-0.15288",
+      "feature_40": "-0.26431",
+      "feature_41": "-0.19525",
+      "feature_42": "-0.16374",
+      "feature_43": "-0.11229",
+      "feature_44": "0.20676",
+      "feature_45": "0.99018",
+      "feature_46": "-0.50498",
+      "feature_47": "0.2099",
+      "feature_48": "0.46669",
+      "feature_49": "-0.01628",
+      "feature_50": "-0.36359",
+      "feature_51": "0.12751",
+      "target": "6"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_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": "n14",
+  "question": "Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=feature_33, measure_col=feature_29.",
+  "planned_template_id": "tpl_tpch_relative_total_threshold",
+  "bindings": {
+    "group_col": "feature_33",
+    "measure_col": "feature_29",
+    "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": -0.058391,
+    "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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7899cd8618d8b67dee73fc807b19b58f46ed3be9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-77a5-79b1-9ff9-af47633f302e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f9b82259ff7ebe6ff08685733b8ded25a1a3ab9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-77a5-79b1-9ff9-af47633f302e"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1e6bd1db2046bf9ad1e037640aa4724d1ce9357
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-876f-7a01-8a17-1990a3d363cd"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..62fbd9e74c153315c5d47a817e3e402bab2ac1db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e410a-876f-7a01-8a17-1990a3d363cd"}
+{"type":"turn.started"}
+{"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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/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/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_f/n14/artifacts/v2q_n14_ffe36849edf25815/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391