diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..762c01d2356817352a90187656df131ba631ed6d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17110, "cached_input_tokens": 12032, "output_tokens": 493, "reasoning_output_tokens": 342}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d00c6dcde925b66f98b1538fb222a7712817e821
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_01338fb9eae4f74d",
+    "api_calls": 0,
+    "input_tokens": 17110,
+    "cached_input_tokens": 12032,
+    "output_tokens": 493,
+    "total_tokens": 17603,
+    "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": 11679.11,
+    "sql_execution_elapsed_ms_total": 2.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/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_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..782f0f7479b796fdb5c304d21d097e0f9a7760b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:47:29.227738+00:00",
+  "ended_at": "2026-05-19T15:47:40.906892+00:00",
+  "elapsed_ms": 11679.11,
+  "prompt_metrics": {
+    "chars": 15562,
+    "bytes_utf8": 15562,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 833,
+    "bytes_utf8": 833,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 458,
+      "bytes_utf8": 458,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17110,
+      "cached_input_tokens": 12032,
+      "output_tokens": 493,
+      "reasoning_output_tokens": 342
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b182035b34a85b962f5e14f386cc5e7e71bb7a68
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=r2ar8, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "r2ar8",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2c8155213a7561304524b23bdfa7acc401b3fe7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-b4b6-7121-be8e-14f0897db299"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n  \\\"r2ar8\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"r2ar8\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested tail target-rate extremes template with group_col=\\\"r2ar8\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=11.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17110,"cached_input_tokens":12032,"output_tokens":493,"reasoning_output_tokens":342}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d467c505c19ff935b7f6ce962bd9e319b1f2b4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n  \"r2ar8\",\n  COUNT(*) AS \"support\",\n  AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"r2ar8\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 11;","notes":"Uses the requested tail target-rate extremes template with group_col=\"r2ar8\", target_col=\"class\", target_value='nowin', min_support=5, and top_k=11."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_01338fb9eae4f74d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0b5c97cb8ebee8308bb19495a836a42a3f70f993
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 12032, "output_tokens": 489, "reasoning_output_tokens": 288}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..786fa548eeb874587e0093e06154ba8306ae1c0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_05d17bbf35da6807",
+    "api_calls": 0,
+    "input_tokens": 17204,
+    "cached_input_tokens": 12032,
+    "output_tokens": 489,
+    "total_tokens": 17693,
+    "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": 11348.31,
+    "sql_execution_elapsed_ms_total": 1.52,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/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_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2565f234706e50bc6db5270b30995aef56e600ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:37:33.902046+00:00",
+  "ended_at": "2026-05-19T15:37:45.250384+00:00",
+  "elapsed_ms": 11348.31,
+  "prompt_metrics": {
+    "chars": 16029,
+    "bytes_utf8": 16029,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1069,
+    "bytes_utf8": 1069,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 700,
+      "bytes_utf8": 700,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17204,
+      "cached_input_tokens": 12032,
+      "output_tokens": 489,
+      "reasoning_output_tokens": 288
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3b72cf66d226f6d5b0adbd237cea9187f649a0ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkxwp, condition_col=bkxwp.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "bkxwp",
+    "condition_col": "bkxwp",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18a20f6ed00b7df0e450a7538719c9acbb73d270
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-9edd-76f3-9257-99494a0e54e6"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkxwp\\\",\\n           SUM(CASE WHEN \\\"bkxwp\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkxwp\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkxwp\\\"\\n)\\nSELECT \\\"bkxwp\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template with group_col=\\\"bkxwp\\\" and condition_col=\\\"bkxwp\\\", using 'f' as the numerator condition and 't' as the denominator condition. Groups with no 't' rows produce NULL ratios via NULLIF.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17204,"cached_input_tokens":12032,"output_tokens":489,"reasoning_output_tokens":288}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dce48ff191c5824ff9ec4034b2e0840658a53431
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkxwp\",\n           SUM(CASE WHEN \"bkxwp\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkxwp\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkxwp\"\n)\nSELECT \"bkxwp\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned grouped ratio template with group_col=\"bkxwp\" and condition_col=\"bkxwp\", using 'f' as the numerator condition and 't' as the denominator condition. Groups with no 't' rows produce NULL ratios via NULLIF."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_05d17bbf35da6807/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d5132fe497e755822a590e4c7f86840b60b86e51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17055, "cached_input_tokens": 15744, "output_tokens": 483, "reasoning_output_tokens": 369}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d71ec36eefb4f6c766b7b59ac2a256c319706335
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_0b74c02d069117e7",
+    "api_calls": 0,
+    "input_tokens": 17055,
+    "cached_input_tokens": 15744,
+    "output_tokens": 483,
+    "total_tokens": 17538,
+    "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": 16335.57,
+    "sql_execution_elapsed_ms_total": 1.22,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/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_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e114a1f0e750201b38ee3ba4cc4dcd465812cd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:32:17.426219+00:00",
+  "ended_at": "2026-05-19T15:32:33.761810+00:00",
+  "elapsed_ms": 16335.57,
+  "prompt_metrics": {
+    "chars": 15473,
+    "bytes_utf8": 15473,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1090,
+    "bytes_utf8": 1090,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 394,
+      "bytes_utf8": 394,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17055,
+      "cached_input_tokens": 15744,
+      "output_tokens": 483,
+      "reasoning_output_tokens": 369
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56cd974db5785d57b2c7c3c45374835aa9ebdbbf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=skach, condition_col=skach.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "skach",
+    "condition_col": "skach",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8d9530ea528604c8a111eeb162568e2052899deb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40dd-ca91-70c0-a5cd-3e8ac9f2c29c"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1990054, Requested 17690. Please try again in 232ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skach\\\",\\n       AVG(CASE WHEN \\\"skach\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with \\\"skach\\\" as both the group and condition column, computing the within-group proportion where \\\"skach\\\" = 'f'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17055,"cached_input_tokens":15744,"output_tokens":483,"reasoning_output_tokens":369}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4f0ecff8786bca3ce425712cc1853cea6403db3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"skach\",\n       AVG(CASE WHEN \"skach\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the planned Grouped Condition Rate template with \"skach\" as both the group and condition column, computing the within-group proportion where \"skach\" = 'f'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_0b74c02d069117e7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4f8b8a77c76a74b0bdc11dca0a45c5ff774acf51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15527, "bytes_utf8": 15527, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17095, "cached_input_tokens": 15744, "output_tokens": 475, "reasoning_output_tokens": 355}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..540e33fd12400c454831e872fa55c96249206c13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_141838c7cd8ea074",
+    "api_calls": 0,
+    "input_tokens": 17095,
+    "cached_input_tokens": 15744,
+    "output_tokens": 475,
+    "total_tokens": 17570,
+    "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": 14063.02,
+    "sql_execution_elapsed_ms_total": 3.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/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_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..25c7ac84c40b71cedd266095fedcfa6437c287da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:51:18.133262+00:00",
+  "ended_at": "2026-05-19T15:51:32.196336+00:00",
+  "elapsed_ms": 14063.02,
+  "prompt_metrics": {
+    "chars": 15527,
+    "bytes_utf8": 15527,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 747,
+    "bytes_utf8": 747,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 384,
+      "bytes_utf8": 384,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17095,
+      "cached_input_tokens": 15744,
+      "output_tokens": 475,
+      "reasoning_output_tokens": 355
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18d21d5cd5e889565f6bfdf067b927f971728783
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wkpos, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wkpos",
+    "target_col": "class",
+    "target_value": "won",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..025d59d5513ee7fb66d31764ce8d1d8ce2d585e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-3285-7931-8803-42edc70a0ddc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkpos\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkpos\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Computes the proportion of rows with class = 'won' for each (bkon8, wkpos) combination using the requested two-axis target-rate template.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17095,"cached_input_tokens":15744,"output_tokens":475,"reasoning_output_tokens":355}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..560747e959c257d2fb97d81b229e615ab60a52f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkpos\",\n       AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkpos\"\nORDER BY \"target_rate\" DESC;","notes":"Computes the proportion of rows with class = 'won' for each (bkon8, wkpos) combination using the requested two-axis target-rate template."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_141838c7cd8ea074/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bd0930b566e9931feea36165eae166c1fe528726
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15409, "bytes_utf8": 15409, "lines": 542, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17039, "cached_input_tokens": 15744, "output_tokens": 322, "reasoning_output_tokens": 216}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7cf954de517dbdce3264da012bc09a576c269816
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_166e05eae75b7d7a",
+    "api_calls": 0,
+    "input_tokens": 17039,
+    "cached_input_tokens": 15744,
+    "output_tokens": 322,
+    "total_tokens": 17361,
+    "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": 9965.77,
+    "sql_execution_elapsed_ms_total": 0.86,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/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_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8588ffe00150a6f7f8dd5608e1d4615ec0bf69b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:52:50.345197+00:00",
+  "ended_at": "2026-05-19T15:53:00.311024+00:00",
+  "elapsed_ms": 9965.77,
+  "prompt_metrics": {
+    "chars": 15409,
+    "bytes_utf8": 15409,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 729,
+    "bytes_utf8": 729,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 373,
+      "bytes_utf8": 373,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17039,
+      "cached_input_tokens": 15744,
+      "output_tokens": 322,
+      "reasoning_output_tokens": 216
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d09d1b6353db423783c5f8fb4cc8f378c4e1ff8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=wkpos.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "wkpos",
+    "predicate_col": "wkpos",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05f80107d0d7e319c5df708cb681a5d490321250
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-9aa9-7053-a40b-012cc900dee0"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"wkpos\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"wkpos\\\" = 't'\\nGROUP BY \\\"wkpos\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with \\\"wkpos\\\" as both the grouping column and filter predicate column, restricted to rows where \\\"wkpos\\\" = 't'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17039,"cached_input_tokens":15744,"output_tokens":322,"reasoning_output_tokens":216}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebb1eda9e13652d2a9e7df3a04f4da6308074292
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"wkpos\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"wkpos\" = 't'\nGROUP BY \"wkpos\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with \"wkpos\" as both the grouping column and filter predicate column, restricted to rows where \"wkpos\" = 't'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_166e05eae75b7d7a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c62b136b2d0fd2e7de30932b385ee96cbe264c32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 297, "bytes_utf8": 297, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17004, "cached_input_tokens": 12032, "output_tokens": 256, "reasoning_output_tokens": 159}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9de09c5f14ccbddf20c544e058c2001a599dfa45
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_1a0234365e211427",
+    "api_calls": 0,
+    "input_tokens": 17004,
+    "cached_input_tokens": 12032,
+    "output_tokens": 256,
+    "total_tokens": 17260,
+    "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": 7696.03,
+    "sql_execution_elapsed_ms_total": 2.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/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_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5436e79098ddfd1e1bbe83bce2118c1fdb3108b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:40:16.895158+00:00",
+  "ended_at": "2026-05-19T15:40:24.591220+00:00",
+  "elapsed_ms": 7696.03,
+  "prompt_metrics": {
+    "chars": 15220,
+    "bytes_utf8": 15220,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 650,
+    "bytes_utf8": 650,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 297,
+      "bytes_utf8": 297,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17004,
+      "cached_input_tokens": 12032,
+      "output_tokens": 256,
+      "reasoning_output_tokens": 159
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e125611f3a9d870e3ce07be01b2dfaec6598df4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=skewr.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "skewr",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aba7cb7703e593b18d48f403b4eb27fec65ae334
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-1b71-7db0-b5be-62db9d8ef8a6"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"skewr\\\",\\n    COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY support ASC, \\\"skewr\\\"\\nLIMIT 17;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"skewr\\\" and top_k set to 17.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17004,"cached_input_tokens":12032,"output_tokens":256,"reasoning_output_tokens":159}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca3be416af3d5de78c2b605e20916afff79fd622
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"skewr\",\n    COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY support ASC, \"skewr\"\nLIMIT 17;","notes":"Applies the Low-Support Group Count template with group_col bound to \"skewr\" and top_k set to 17."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1a0234365e211427/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2d03acfcb499d1296f4d79977fe5dc7c9ceafd1a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15466, "bytes_utf8": 15466, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 12032, "output_tokens": 401, "reasoning_output_tokens": 269}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cca910b11fadf3775fc60230fca950a6fd21a72e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_1b54f35e403790bd",
+    "api_calls": 0,
+    "input_tokens": 17059,
+    "cached_input_tokens": 12032,
+    "output_tokens": 401,
+    "total_tokens": 17460,
+    "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": 15036.34,
+    "sql_execution_elapsed_ms_total": 1.29,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/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_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..31b02c04e3a3b1a2e83fb46b89c88dbe2ffd53dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:33:03.035373+00:00",
+  "ended_at": "2026-05-19T15:33:18.071732+00:00",
+  "elapsed_ms": 15036.34,
+  "prompt_metrics": {
+    "chars": 15466,
+    "bytes_utf8": 15466,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1141,
+    "bytes_utf8": 1141,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 441,
+      "bytes_utf8": 441,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17059,
+      "cached_input_tokens": 12032,
+      "output_tokens": 401,
+      "reasoning_output_tokens": 269
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa123abbae7654af33dd6d5286d9c27e74b79779
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=skewr, condition_col=skewr.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "skewr",
+    "condition_col": "skewr",
+    "condition_value": "f",
+    "positive_value": "t",
+    "negative_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d6d128d8eda1da879858ddefaf35737cde3b180
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40de-7cc9-7960-9785-a33e5a349723"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1991329, Requested 17694. Please try again in 270ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skewr\\\",\\n       AVG(CASE WHEN \\\"skewr\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"skewr\\\", so the result shows the within-group proportion of rows where \\\"skewr\\\" = 'f' for each \\\"skewr\\\" value.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":12032,"output_tokens":401,"reasoning_output_tokens":269}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..59364449fd0c7378ed0b31ef755589da46c1d377
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"skewr\",\n       AVG(CASE WHEN \"skewr\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"skewr\", so the result shows the within-group proportion of rows where \"skewr\" = 'f' for each \"skewr\" value."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1b54f35e403790bd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d37de1d2cd1b07ecb8ab899a92cf595d986bd86f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17032, "cached_input_tokens": 15744, "output_tokens": 259, "reasoning_output_tokens": 160}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..61264711138b3660e8537befef4531a1bf7a1230
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_1d4f68832d0da3fb",
+    "api_calls": 0,
+    "input_tokens": 17032,
+    "cached_input_tokens": 15744,
+    "output_tokens": 259,
+    "total_tokens": 17291,
+    "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": 7483.88,
+    "sql_execution_elapsed_ms_total": 1.59,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/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_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..64972c418cb5f2b2a600c773ccefeb9288681f66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:56:00.074336+00:00",
+  "ended_at": "2026-05-19T15:56:07.558243+00:00",
+  "elapsed_ms": 7483.88,
+  "prompt_metrics": {
+    "chars": 15327,
+    "bytes_utf8": 15327,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 697,
+    "bytes_utf8": 697,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 330,
+      "bytes_utf8": 330,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17032,
+      "cached_input_tokens": 15744,
+      "output_tokens": 259,
+      "reasoning_output_tokens": 160
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a541f4fc0243d0bc4c479fbccf4218bbe584b7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_two_dimensional_topk_count",
+    "template_name": "Two-Dimensional Top-k Count",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=simpl.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "bkona",
+    "group_col_2": "simpl",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d083604bf99a982d1819488bb07ac6c578df543
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-7fde-7920-8b71-e461c778f69a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"simpl\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"simpl\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\",\"notes\":\"Uses the planned Two-Dimensional Top-k Count template with group_col=\\\"bkona\\\", group_col_2=\\\"simpl\\\", and top_k=14.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17032,"cached_input_tokens":15744,"output_tokens":259,"reasoning_output_tokens":160}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..992de85d6c066b8771f0a9173f4c7399c3768c47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"bkona\", \"simpl\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"simpl\"\nORDER BY \"support\" DESC\nLIMIT 14;","notes":"Uses the planned Two-Dimensional Top-k Count template with group_col=\"bkona\", group_col_2=\"simpl\", and top_k=14."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d4f68832d0da3fb/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..340ce6e665273bf36624464dd33510591761d945
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 16768, "output_tokens": 461, "reasoning_output_tokens": 274}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..767d7e9ff3f2bdc67106283d616211a528b10123
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_1d85a53c34190f87",
+    "api_calls": 0,
+    "input_tokens": 17204,
+    "cached_input_tokens": 16768,
+    "output_tokens": 461,
+    "total_tokens": 17665,
+    "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": 19212.92,
+    "sql_execution_elapsed_ms_total": 3.4,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/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_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec0aaaf47e2c71c79c3bb3bb29bbb627627bf28c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:36:49.166601+00:00",
+  "ended_at": "2026-05-19T15:37:08.379555+00:00",
+  "elapsed_ms": 19212.92,
+  "prompt_metrics": {
+    "chars": 16028,
+    "bytes_utf8": 16028,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1681,
+    "bytes_utf8": 1681,
+    "lines": 6,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 646,
+      "bytes_utf8": 646,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17204,
+      "cached_input_tokens": 16768,
+      "output_tokens": 461,
+      "reasoning_output_tokens": 274
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5360d2ccd9b259dbcfe7ab20626b68cd848a3c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkspr, condition_col=bkspr.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "bkspr",
+    "condition_col": "bkspr",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d39c0b1aa0584cca05311c057bb7de886d7fa13b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40e1-f017-7c81-a95d-2528fcc4f17c"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987240, Requested 17839. Please try again in 152ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17839. Please try again in 535ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkspr\\\",\\n           SUM(CASE WHEN \\\"bkspr\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkspr\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkspr\\\"\\n)\\nSELECT \\\"bkspr\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped ratio template with group_col=\\\"bkspr\\\" and condition_col=\\\"bkspr\\\", using 'f' as the numerator condition and 't' as the denominator condition.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17204,"cached_input_tokens":16768,"output_tokens":461,"reasoning_output_tokens":274}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af5babaea614d37b88a04af6794f80d3abd06678
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkspr\",\n           SUM(CASE WHEN \"bkspr\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkspr\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkspr\"\n)\nSELECT \"bkspr\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested grouped ratio template with group_col=\"bkspr\" and condition_col=\"bkspr\", using 'f' as the numerator condition and 't' as the denominator condition."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_1d85a53c34190f87/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1507f95a63ffc59ff4ea4669562c4ce07a7c71db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 326, "bytes_utf8": 326, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17036, "cached_input_tokens": 12032, "output_tokens": 394, "reasoning_output_tokens": 295}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fdc73037029b6721b52ed42fa5bc81c9aeb58fe5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_20ea018913ab3e0a",
+    "api_calls": 0,
+    "input_tokens": 17036,
+    "cached_input_tokens": 12032,
+    "output_tokens": 394,
+    "total_tokens": 17430,
+    "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": 10584.64,
+    "sql_execution_elapsed_ms_total": 1.96,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/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_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b34c13d5b531fdd420f9aa01b305efab21999746
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:56:14.749001+00:00",
+  "ended_at": "2026-05-19T15:56:25.333661+00:00",
+  "elapsed_ms": 10584.64,
+  "prompt_metrics": {
+    "chars": 15327,
+    "bytes_utf8": 15327,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 685,
+    "bytes_utf8": 685,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 326,
+      "bytes_utf8": 326,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17036,
+      "cached_input_tokens": 12032,
+      "output_tokens": 394,
+      "reasoning_output_tokens": 295
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..39cc8ac7e47351307eb18188233dbc07b2266934
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_two_dimensional_topk_count",
+    "template_name": "Two-Dimensional Top-k Count",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=skewr.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "bkona",
+    "group_col_2": "skewr",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5817a97b9555f526192747a05ca7f524bee6a9f2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-b909-76c3-bae0-5cd8ed053159"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"skewr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"skewr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\",\"notes\":\"Counts rows for each (bkona, skewr) subgroup, orders by descending support, and returns the top 11 combinations.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17036,"cached_input_tokens":12032,"output_tokens":394,"reasoning_output_tokens":295}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e00f0f2bf446a50c4151ff425b7908a9da0e16b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"bkona\", \"skewr\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"skewr\"\nORDER BY \"support\" DESC\nLIMIT 11;","notes":"Counts rows for each (bkona, skewr) subgroup, orders by descending support, and returns the top 11 combinations."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_20ea018913ab3e0a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..dfd97d680751563d2b3e15993db15dd4e5e5f0cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:34.008837+00:00",
+  "ended_at": "2026-05-19T15:53:37.473691+00:00",
+  "elapsed_ms": 3464.83,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15412,
+    "bytes_utf8": 15412,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8de71bf4320fe8419f9f0c774ea39a1b47c5455
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:38.476509+00:00",
+  "ended_at": "2026-05-19T15:53:41.579129+00:00",
+  "elapsed_ms": 3102.59,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15412,
+    "bytes_utf8": 15412,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0eafc892def2883f86d1d4c116f8dd0ec3633b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "class",
+    "predicate_col": "bkona",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c0eafc892def2883f86d1d4c116f8dd0ec3633b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "class",
+    "predicate_col": "bkona",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8277fd4b74371bf54481b2028d137582660dbc26
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-4543-7c30-a5ef-f46957a1fb13"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d31633426d273926590cc03cca9d37d8345a808f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-4543-7c30-a5ef-f46957a1fb13"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a94c798cc1f12333fbda122e7bb38a9dbb1216e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-56bb-7352-b74a-2783032625cd"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d298a60cd07f5bdba206fc643735cfaf485b5f4d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-56bb-7352-b74a-2783032625cd"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2454f306ba33c423/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7495957566e8ba70c53e1d46a52f3842fb396151
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:07.799465+00:00",
+  "ended_at": "2026-05-19T15:53:10.677038+00:00",
+  "elapsed_ms": 2877.55,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15410,
+    "bytes_utf8": 15410,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..39d3d205e5783b90a4a69d860fae22efc357ac64
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:11.679910+00:00",
+  "ended_at": "2026-05-19T15:53:14.490148+00:00",
+  "elapsed_ms": 2810.2,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15410,
+    "bytes_utf8": 15410,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..012084b638dbbf31de19d2c2db01c3ed601037f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=wtoeg.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "wtoeg",
+    "predicate_col": "wtoeg",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..012084b638dbbf31de19d2c2db01c3ed601037f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=wtoeg.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "wtoeg",
+    "predicate_col": "wtoeg",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60466bedb7d7117728ea3a9d50a0abdf9ef057c8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-ded2-74e0-81b4-cab24eed5039"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..57b380dff671df3ed4f14fa2679796cfcea7497a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-ded2-74e0-81b4-cab24eed5039"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..da48d1cb0c755cc50be9fde99039a5c23bfda908
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-ee22-75b2-ba7a-16669cfd8a9c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0568149980c572a32d2739a2c04df261dc0a6f3b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-ee22-75b2-ba7a-16669cfd8a9c"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_27c19e48af594200/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f2d3417e9be1e5293dfdcfc84f07043414f0028
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:16.942236+00:00",
+  "ended_at": "2026-05-19T15:54:20.210382+00:00",
+  "elapsed_ms": 3268.12,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15410,
+    "bytes_utf8": 15410,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a66202620f7e8b4ef7d28e062e0fbad15c6d4c72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:21.213406+00:00",
+  "ended_at": "2026-05-19T15:54:24.546596+00:00",
+  "elapsed_ms": 3333.14,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15410,
+    "bytes_utf8": 15410,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..057c9d9c0066f8c65376ef84054891936829b8d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkon8.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkon8",
+    "predicate_col": "bkon8",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..057c9d9c0066f8c65376ef84054891936829b8d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkon8.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkon8",
+    "predicate_col": "bkon8",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a0d656bf53d5ab8e8bdb57f2e6d067eb62f65fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-ecfb-7e72-867f-6cb7d6e97544"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..883cce02515bcaf084ccb2b8550ec1a4e51b9b59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-ecfb-7e72-867f-6cb7d6e97544"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d224021eb12396b0b240117c1a460d8c2f2ae5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-fdb0-7e43-a940-d8eb1be9d944"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..238cce420e373b7480e5cf1ff3cd998fd5857cd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-fdb0-7e43-a940-d8eb1be9d944"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2b475970b239858e/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..837ead6ad3d6ae395e73934a2b92665e0214df96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17089, "cached_input_tokens": 12032, "output_tokens": 351, "reasoning_output_tokens": 231}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9c70b64826cf703a54c9678d9c42d34ce5dff6f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_2d2dbc013a721560",
+    "api_calls": 0,
+    "input_tokens": 17089,
+    "cached_input_tokens": 12032,
+    "output_tokens": 351,
+    "total_tokens": 17440,
+    "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": 12533.47,
+    "sql_execution_elapsed_ms_total": 2.17,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/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_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9dbdade6bdca5bd37aaae7520a0eb76c651759a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:38:50.631964+00:00",
+  "ended_at": "2026-05-19T15:39:03.165479+00:00",
+  "elapsed_ms": 12533.47,
+  "prompt_metrics": {
+    "chars": 15529,
+    "bytes_utf8": 15529,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 722,
+    "bytes_utf8": 722,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 355,
+      "bytes_utf8": 355,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17089,
+      "cached_input_tokens": 12032,
+      "output_tokens": 351,
+      "reasoning_output_tokens": 231
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5475966f70ebad987a83dbd547e911d0acb9974
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=rimmx.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "bknwy",
+    "group_col_2": "rimmx",
+    "predicate_col": "r2ar8",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..182722dcb4ec829571a40381b7e6957c65815c8a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-ca8e-73c1-863d-0143ab467cc9"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"rimmx\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"r2ar8\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"rimmx\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"bknwy\\\", group_col_2=\\\"rimmx\\\", and predicate \\\"r2ar8\\\" = 't'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17089,"cached_input_tokens":12032,"output_tokens":351,"reasoning_output_tokens":231}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3dab34925702f8627c8b5a19161821baefb13026
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"rimmx\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"r2ar8\" = 't'\nGROUP BY \"bknwy\", \"rimmx\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"bknwy\", group_col_2=\"rimmx\", and predicate \"r2ar8\" = 't'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2d2dbc013a721560/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39870d6d0d5beca20d520908999c7f8bf7dc27c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15522, "bytes_utf8": 15522, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 427, "reasoning_output_tokens": 299}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f0a8ad75ee5c5809a8fc402f8fb6e22aa95f955
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_2fcfad68fb6a892f",
+    "api_calls": 0,
+    "input_tokens": 17096,
+    "cached_input_tokens": 15744,
+    "output_tokens": 427,
+    "total_tokens": 17523,
+    "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": 11519.93,
+    "sql_execution_elapsed_ms_total": 2.16,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/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_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..018837705af8e1c3dde512ee2b4ff13f891c4440
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:49:25.078484+00:00",
+  "ended_at": "2026-05-19T15:49:36.598438+00:00",
+  "elapsed_ms": 11519.93,
+  "prompt_metrics": {
+    "chars": 15522,
+    "bytes_utf8": 15522,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 787,
+    "bytes_utf8": 787,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 420,
+      "bytes_utf8": 420,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17096,
+      "cached_input_tokens": 15744,
+      "output_tokens": 427,
+      "reasoning_output_tokens": 299
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22f44b72f1a4931094d6b1bccb48edb4a59a8790
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=thrsk, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "thrsk",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3267cbad6b5bd8f92766d879d7f6efc2bd0a16c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-78e3-73d0-8cbf-ecbf16830d29"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate.\\nSELECT \\\"bkon8\\\", \\\"thrsk\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"thrsk\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Computes the within-group proportion of rows where \\\"class\\\" = 'nowin' for each (\\\"bkon8\\\", \\\"thrsk\\\") combination, following the specified Two-Axis Target Rate Surface template.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17096,"cached_input_tokens":15744,"output_tokens":427,"reasoning_output_tokens":299}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ecd775e8d7dbd88db521ea2ea095b83bac3b74c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate.\nSELECT \"bkon8\", \"thrsk\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"thrsk\"\nORDER BY target_rate DESC;","notes":"Computes the within-group proportion of rows where \"class\" = 'nowin' for each (\"bkon8\", \"thrsk\") combination, following the specified Two-Axis Target Rate Surface template."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_2fcfad68fb6a892f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b47152f68343f72e0111a90048a17636225104ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17095, "cached_input_tokens": 15744, "output_tokens": 1116, "reasoning_output_tokens": 984}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..47947b0c1d10b75d12e27311db34a411152d46bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_33612ef77012640f",
+    "api_calls": 0,
+    "input_tokens": 17095,
+    "cached_input_tokens": 15744,
+    "output_tokens": 1116,
+    "total_tokens": 18211,
+    "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": 20894.99,
+    "sql_execution_elapsed_ms_total": 2.14,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/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_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c1d90914b844c04d7935f2f6b0e9f12a762be61
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:50:31.536425+00:00",
+  "ended_at": "2026-05-19T15:50:52.431438+00:00",
+  "elapsed_ms": 20894.99,
+  "prompt_metrics": {
+    "chars": 15523,
+    "bytes_utf8": 15523,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 794,
+    "bytes_utf8": 794,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 418,
+      "bytes_utf8": 418,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17095,
+      "cached_input_tokens": 15744,
+      "output_tokens": 1116,
+      "reasoning_output_tokens": 984
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f20abeb507d185a0febc199a6144df555f137da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wknck, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wknck",
+    "target_col": "class",
+    "target_value": "won",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..151628a4074987b48bc1e546af28581366d946a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-7ca1-7a91-8a1e-11fcff25b2b7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wknck\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wknck\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Filled the planned Two-Axis Target Rate Surface template with \\\"bkon8\\\" and \\\"wknck\\\" as the two grouping dimensions and computed the rate of rows where \\\"class\\\" = 'won'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17095,"cached_input_tokens":15744,"output_tokens":1116,"reasoning_output_tokens":984}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..847bf7ba783c0c046c7e8fd5040a97afacfbd0a0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wknck\",\n       AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wknck\"\nORDER BY \"target_rate\" DESC;","notes":"Filled the planned Two-Axis Target Rate Surface template with \"bkon8\" and \"wknck\" as the two grouping dimensions and computed the rate of rows where \"class\" = 'won'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_33612ef77012640f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..295e26676494cccac70a3159bc7c442e1f682a0e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 766, "bytes_utf8": 766, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17200, "cached_input_tokens": 12032, "output_tokens": 728, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9095a9f3fb16547ca7369d6c4e358f5811ff1be
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_38cf9fd53f2f2094",
+    "api_calls": 0,
+    "input_tokens": 17200,
+    "cached_input_tokens": 12032,
+    "output_tokens": 728,
+    "total_tokens": 17928,
+    "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": 13119.09,
+    "sql_execution_elapsed_ms_total": 2.41,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/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_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..758c0bafd4f7057119845690b64c162b98c7666c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:36:36.039038+00:00",
+  "ended_at": "2026-05-19T15:36:49.158160+00:00",
+  "elapsed_ms": 13119.09,
+  "prompt_metrics": {
+    "chars": 16029,
+    "bytes_utf8": 16029,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1135,
+    "bytes_utf8": 1135,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 766,
+      "bytes_utf8": 766,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17200,
+      "cached_input_tokens": 12032,
+      "output_tokens": 728,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5b6de948835fe0ad0c6894b3819865289cd0036
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkona, condition_col=bkona.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "bkona",
+    "condition_col": "bkona",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..97c5c5918ae6f124e3491a99b7985c46faeefa57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-bccd-7cb1-b937-db33963b9bfc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkona\\\",\\n           SUM(CASE WHEN \\\"bkona\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkona\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkona\\\"\\n)\\nSELECT \\\"bkona\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"bkona\\\" and condition_col=\\\"bkona\\\" using positive_value='f' and negative_value='t'. Because the grouping and condition columns are the same, the 'f' group will have a NULL ratio due to zero denominator, while the 't' group will evaluate to 0.0.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17200,"cached_input_tokens":12032,"output_tokens":728,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..afde30bd9f47fe0002fe93ea481a234e2369bb27
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkona\",\n           SUM(CASE WHEN \"bkona\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkona\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkona\"\n)\nSELECT \"bkona\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template with group_col=\"bkona\" and condition_col=\"bkona\" using positive_value='f' and negative_value='t'. Because the grouping and condition columns are the same, the 'f' group will have a NULL ratio due to zero denominator, while the 't' group will evaluate to 0.0."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_38cf9fd53f2f2094/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9af822db340c33461b2377d80b0c20e3ca565804
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15522, "bytes_utf8": 15522, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17097, "cached_input_tokens": 15744, "output_tokens": 354, "reasoning_output_tokens": 223}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..993cc290cb277660776d25f704c7358345899e16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_3f4a5bf15465b514",
+    "api_calls": 0,
+    "input_tokens": 17097,
+    "cached_input_tokens": 15744,
+    "output_tokens": 354,
+    "total_tokens": 17451,
+    "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": 17940.1,
+    "sql_execution_elapsed_ms_total": 2.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/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_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..47f18b191dc14ea6db997d3e6e778f2638509564
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:51:56.580172+00:00",
+  "ended_at": "2026-05-19T15:52:14.520305+00:00",
+  "elapsed_ms": 17940.1,
+  "prompt_metrics": {
+    "chars": 15522,
+    "bytes_utf8": 15522,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1448,
+    "bytes_utf8": 1448,
+    "lines": 6,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 415,
+      "bytes_utf8": 415,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17097,
+      "cached_input_tokens": 15744,
+      "output_tokens": 354,
+      "reasoning_output_tokens": 223
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f17e74dc8a3f042eeaa85132798466c3c44917dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wtoeg, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wtoeg",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ffa0a1021b8d3872012512411004502492b5932f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40ef-c8bc-73b1-9517-ff61336bb376"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17732. Please try again in 531ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1993300, Requested 17732. Please try again in 330ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wtoeg\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wtoeg\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wtoeg\\\", and target_col=\\\"class\\\", using 'nowin' as the bound target value.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17097,"cached_input_tokens":15744,"output_tokens":354,"reasoning_output_tokens":223}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..927644c50cb3cf1e789e628e7a6d12f13a030fde
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wtoeg\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wtoeg\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"wtoeg\", and target_col=\"class\", using 'nowin' as the bound target value."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_3f4a5bf15465b514/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..79f692338f28ee4e623a1e8bbabe8724c9e8c856
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15411, "bytes_utf8": 15411, "lines": 542, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17041, "cached_input_tokens": 15744, "output_tokens": 310, "reasoning_output_tokens": 194}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..eaca675d348d8a9bf6dd39ffc493f5ffb82f92a9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_424ddb34af961712",
+    "api_calls": 0,
+    "input_tokens": 17041,
+    "cached_input_tokens": 15744,
+    "output_tokens": 310,
+    "total_tokens": 17351,
+    "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": 8189.02,
+    "sql_execution_elapsed_ms_total": 1.14,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/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_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..650885ff31b9a46a17d5ee542f16b9a2b19620c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:14.492702+00:00",
+  "ended_at": "2026-05-19T15:53:22.681749+00:00",
+  "elapsed_ms": 8189.02,
+  "prompt_metrics": {
+    "chars": 15411,
+    "bytes_utf8": 15411,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 741,
+    "bytes_utf8": 741,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 373,
+      "bytes_utf8": 373,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17041,
+      "cached_input_tokens": 15744,
+      "output_tokens": 310,
+      "reasoning_output_tokens": 194
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ed4c05ddffc72a46a6e66df309cb0b26b0eb08d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=wtoeg.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "wtoeg",
+    "predicate_col": "bkon8",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bacf7e80ba6e4e9c4e9215e5ba090a30191e094
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f0-f8fd-79d3-a202-96bdff48b75c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"wtoeg\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"bkon8\\\" = 't'\\nGROUP BY \\\"wtoeg\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"wtoeg\\\", predicate_col=\\\"bkon8\\\", predicate_op=\\\"=\\\", predicate_value='t', and top_k=19.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17041,"cached_input_tokens":15744,"output_tokens":310,"reasoning_output_tokens":194}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..726dcbef089740ff59aa1c7ea9c152ebb47a2af8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"wtoeg\", COUNT(*) AS \"support\"\nFROM \"c4\"\nWHERE \"bkon8\" = 't'\nGROUP BY \"wtoeg\"\nORDER BY \"support\" DESC\nLIMIT 19;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"wtoeg\", predicate_col=\"bkon8\", predicate_op=\"=\", predicate_value='t', and top_k=19."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_424ddb34af961712/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..88239c8e22cc678b8fb04278823d2061cd97c769
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15340, "bytes_utf8": 15340, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 12032, "output_tokens": 370, "reasoning_output_tokens": 263}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ed8baaf52f30816bfe55067d0ae04e310f1bf9a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_4507e25a26120d4e",
+    "api_calls": 0,
+    "input_tokens": 17020,
+    "cached_input_tokens": 12032,
+    "output_tokens": 370,
+    "total_tokens": 17390,
+    "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": 9409.75,
+    "sql_execution_elapsed_ms_total": 1.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/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_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0188517df245893abd8681b31533be42af244fa1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:28:34.491840+00:00",
+  "ended_at": "2026-05-19T15:28:43.901630+00:00",
+  "elapsed_ms": 9409.75,
+  "prompt_metrics": {
+    "chars": 15340,
+    "bytes_utf8": 15340,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 740,
+    "bytes_utf8": 740,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 369,
+      "bytes_utf8": 369,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17020,
+      "cached_input_tokens": 12032,
+      "output_tokens": 370,
+      "reasoning_output_tokens": 263
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a243cb9333617dd4610d9924df298be5c3c65c51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bknwy.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "bknwy",
+    "entity_col": "bknwy",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6aa7bfd70e5781884a0b0bb9a958bb60fd903a96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-63c8-71f1-b1f5-cdf9f3eca885"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bknwy\\\", COUNT(DISTINCT \\\"bknwy\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bknwy\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided template with \\\"group_col\\\" = \\\"bknwy\\\" and \\\"entity_col\\\" = \\\"bknwy\\\", using SQLite-compatible syntax and quoted identifiers.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17020,"cached_input_tokens":12032,"output_tokens":370,"reasoning_output_tokens":263}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fd25178dc89180ab218e37f2481f86c8e9e3abfa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bknwy\", COUNT(DISTINCT \"bknwy\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bknwy\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;","notes":"Applied the provided template with \"group_col\" = \"bknwy\" and \"entity_col\" = \"bknwy\", using SQLite-compatible syntax and quoted identifiers."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_4507e25a26120d4e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..86d621f9b19f3a9bf58ca623a518d49be8cc04a1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15390, "bytes_utf8": 15390, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 15744, "output_tokens": 397, "reasoning_output_tokens": 268}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a98fd97d1f24a1dce22e6b7dd2b2c4a1850ed9d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_509ab8115b10da13",
+    "api_calls": 0,
+    "input_tokens": 17073,
+    "cached_input_tokens": 15744,
+    "output_tokens": 397,
+    "total_tokens": 17470,
+    "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": 12236.46,
+    "sql_execution_elapsed_ms_total": 1.8,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/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_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..68f22c8a9e00c3a92343322b991a5eaec8dcfb96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:44:10.870292+00:00",
+  "ended_at": "2026-05-19T15:44:23.106782+00:00",
+  "elapsed_ms": 12236.46,
+  "prompt_metrics": {
+    "chars": 15390,
+    "bytes_utf8": 15390,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 779,
+    "bytes_utf8": 779,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 401,
+      "bytes_utf8": 401,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17073,
+      "cached_input_tokens": 15744,
+      "output_tokens": 397,
+      "reasoning_output_tokens": 268
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c1de46c219d7eef10f7370253cc99d6d071b786c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_pairwise_sparse_slice_v2",
+    "template_name": "Pairwise Sparse Slice Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bkon8, group_col_2=cntxt.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "cntxt",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2803d8321a08d612654ce5ac71a6034c7ea73783
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e8-ad6b-7f03-b1d2-d5e9d9cdd274"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n  \\\"bkon8\\\",\\n  \\\"cntxt\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"cntxt\\\"\\nORDER BY \\\"support\\\" ASC, \\\"bkon8\\\", \\\"cntxt\\\"\\nLIMIT 13;\",\"notes\":\"Applied the fixed Pairwise Sparse Slice Count template with group_col=\\\"bkon8\\\", group_col_2=\\\"cntxt\\\", and top_k=13 to return the rarest pairwise slices by support.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":15744,"output_tokens":397,"reasoning_output_tokens":268}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88a938327bca5d0e69420c82639b31819754874d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"bkon8\",\n  \"cntxt\",\n  COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"cntxt\"\nORDER BY \"support\" ASC, \"bkon8\", \"cntxt\"\nLIMIT 13;","notes":"Applied the fixed Pairwise Sparse Slice Count template with group_col=\"bkon8\", group_col_2=\"cntxt\", and top_k=13 to return the rarest pairwise slices by support."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_509ab8115b10da13/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..38aac5cde995499c44378903d19a2bc62a36fae3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17002, "cached_input_tokens": 15744, "output_tokens": 298, "reasoning_output_tokens": 201}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..47457a800368aecced6025b0dac471aadb515f0b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_555c7b118627420b",
+    "api_calls": 0,
+    "input_tokens": 17002,
+    "cached_input_tokens": 15744,
+    "output_tokens": 298,
+    "total_tokens": 17300,
+    "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": 9245.15,
+    "sql_execution_elapsed_ms_total": 1.14,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/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_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8cb258ae74b72fa65205884867400894c5680bd3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:40:58.171720+00:00",
+  "ended_at": "2026-05-19T15:41:07.416902+00:00",
+  "elapsed_ms": 9245.15,
+  "prompt_metrics": {
+    "chars": 15220,
+    "bytes_utf8": 15220,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 674,
+    "bytes_utf8": 674,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 313,
+      "bytes_utf8": 313,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17002,
+      "cached_input_tokens": 15744,
+      "output_tokens": 298,
+      "reasoning_output_tokens": 201
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0292d7a3fc0e518b625b80183cbf8bdf34c2d7a5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=spcop.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "spcop",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dfc085ce66a307fc85a940b13e1a0454a3810b6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-bcbf-7472-ac8e-aaa1ea144c9c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"spcop\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY \\\"support\\\" ASC, \\\"spcop\\\"\\nLIMIT 19;\",\"notes\":\"Uses the required Low-Support Group Count template with group_col bound to \\\"spcop\\\" and top_k bound to 19.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17002,"cached_input_tokens":15744,"output_tokens":298,"reasoning_output_tokens":201}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b221e1e5fcbe97446fb8df334e7c58e444f82fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"spcop\",\n    COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"spcop\"\nORDER BY \"support\" ASC, \"spcop\"\nLIMIT 19;","notes":"Uses the required Low-Support Group Count template with group_col bound to \"spcop\" and top_k bound to 19."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_555c7b118627420b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc5b89d36eeb43853ae770f8b9559191d28631d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15392, "bytes_utf8": 15392, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 15744, "output_tokens": 244, "reasoning_output_tokens": 126}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a789c3b942878ac55482a647163897812c55636
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_563a7fc81f439a72",
+    "api_calls": 0,
+    "input_tokens": 17073,
+    "cached_input_tokens": 15744,
+    "output_tokens": 244,
+    "total_tokens": 17317,
+    "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": 17445.82,
+    "sql_execution_elapsed_ms_total": 1.98,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/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_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..12fd9199207465c6eb7a3a092224b9cef11ea078
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:43:24.844048+00:00",
+  "ended_at": "2026-05-19T15:43:42.289906+00:00",
+  "elapsed_ms": 17445.82,
+  "prompt_metrics": {
+    "chars": 15392,
+    "bytes_utf8": 15392,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1708,
+    "bytes_utf8": 1708,
+    "lines": 7,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 339,
+      "bytes_utf8": 339,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17073,
+      "cached_input_tokens": 15744,
+      "output_tokens": 244,
+      "reasoning_output_tokens": 126
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df6300cf9d047dafd5e130e66eb8315cb8695a80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_pairwise_sparse_slice_v2",
+    "template_name": "Pairwise Sparse Slice Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bkxwp.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "bkxwp",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17ddd78480de5c9f961f2328609dc96de6584884
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,7 @@
+{"type":"thread.started","thread_id":"019e40e7-f9b9-74f3-a08e-9c9c6627acb9"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17708. Please try again in 531ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1987026, Requested 17708. Please try again in 142ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988816, Requested 17708. Please try again in 195ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n  \\\"bkon8\\\",\\n  \\\"bkxwp\\\",\\n  COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkxwp\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bkxwp\\\"\\nLIMIT 10;\",\"notes\":\"Applied the Pairwise Sparse Slice Count template with group_col=\\\"bkon8\\\", group_col_2=\\\"bkxwp\\\", and top_k=10.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":15744,"output_tokens":244,"reasoning_output_tokens":126}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15fda6b141bccb53c4c85e2f19b94062a2f45cdf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"bkon8\",\n  \"bkxwp\",\n  COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkxwp\"\nORDER BY support ASC, \"bkon8\", \"bkxwp\"\nLIMIT 10;","notes":"Applied the Pairwise Sparse Slice Count template with group_col=\"bkon8\", group_col_2=\"bkxwp\", and top_k=10."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_563a7fc81f439a72/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5647c7019d613c833665063803081c4403e2f831
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15138, "bytes_utf8": 15138, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 278, "bytes_utf8": 278, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 16966, "cached_input_tokens": 12032, "output_tokens": 305, "reasoning_output_tokens": 229}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6fd0445c8eb9d1a20e92934068c2f45b7ce4914
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_575299cac232deab",
+    "api_calls": 0,
+    "input_tokens": 16966,
+    "cached_input_tokens": 12032,
+    "output_tokens": 305,
+    "total_tokens": 17271,
+    "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": 11303.61,
+    "sql_execution_elapsed_ms_total": 1.2,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/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_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9d687550ee6d7349e4a1b850f3c4cd3b82bd45f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:30:31.813602+00:00",
+  "ended_at": "2026-05-19T15:30:43.117245+00:00",
+  "elapsed_ms": 11303.61,
+  "prompt_metrics": {
+    "chars": 15138,
+    "bytes_utf8": 15138,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 632,
+    "bytes_utf8": 632,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 278,
+      "bytes_utf8": 278,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 16966,
+      "cached_input_tokens": 12032,
+      "output_tokens": 305,
+      "reasoning_output_tokens": 229
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..485dc4e5082db9849fa5b6e197a23a4aaa05a40d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=hdchk.",
+  "planned_template_id": "tpl_clickbench_group_count",
+  "bindings": {
+    "group_col": "hdchk",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66ca25b2a554b83b99837662996f5dd7b86b87f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40dc-2e14-7a03-8201-bee915e87468"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"hdchk\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Grouped count by \\\"hdchk\\\" using the planned category-count template to inspect subgroup size distribution.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":16966,"cached_input_tokens":12032,"output_tokens":305,"reasoning_output_tokens":229}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..482fdbed90b4f757a686b1139c5d91a1974e206f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"hdchk\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nGROUP BY \"hdchk\"\nORDER BY \"row_count\" DESC;","notes":"Grouped count by \"hdchk\" using the planned category-count template to inspect subgroup size distribution."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_575299cac232deab/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9cd47e108339b31f152ca09a428830a51469f8ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15459, "bytes_utf8": 15459, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 12032, "output_tokens": 301, "reasoning_output_tokens": 172}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0dad13f8ca85bbc54576ae119d0c3ccd82f11e41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_57cbe9e46df95a6a",
+    "api_calls": 0,
+    "input_tokens": 17058,
+    "cached_input_tokens": 12032,
+    "output_tokens": 301,
+    "total_tokens": 17359,
+    "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": 10379.29,
+    "sql_execution_elapsed_ms_total": 1.3,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/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_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e62805cf139ce784951496dfcd5f915aa1b8864
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:35:11.937250+00:00",
+  "ended_at": "2026-05-19T15:35:22.316582+00:00",
+  "elapsed_ms": 10379.29,
+  "prompt_metrics": {
+    "chars": 15459,
+    "bytes_utf8": 15459,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 842,
+    "bytes_utf8": 842,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 491,
+      "bytes_utf8": 491,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17058,
+      "cached_input_tokens": 12032,
+      "output_tokens": 301,
+      "reasoning_output_tokens": 172
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca91ab14210175cad1ae32e72cc39bc51848fd66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=wkna8, condition_col=wkna8.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "wkna8",
+    "condition_col": "wkna8",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d33bde28ddb2ab8145f97936e41055eadaeba6e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-744c-7723-bb90-177eab965001"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wkna8\\\",\\n       AVG(CASE WHEN \\\"wkna8\\\" = 'f' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkna8\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"wkna8\\\" and condition_value set to 'f'. Because the grouping and condition columns are the same, each group's condition_rate will be deterministic for that group value.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":12032,"output_tokens":301,"reasoning_output_tokens":172}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77e1e40bf17a9e6ccfa3c5a5f13aedb5c368a006
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"wkna8\",\n       AVG(CASE WHEN \"wkna8\" = 'f' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c4\"\nGROUP BY \"wkna8\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with both group_col and condition_col bound to \"wkna8\" and condition_value set to 'f'. Because the grouping and condition columns are the same, each group's condition_rate will be deterministic for that group value."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_57cbe9e46df95a6a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5386fd4a3b78b28238575fd34aa7f1b961612f76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15410, "bytes_utf8": 15410, "lines": 542, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17043, "cached_input_tokens": 15744, "output_tokens": 443, "reasoning_output_tokens": 334}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..99f3a8da00dbb55169b67ab208d4ed8c57185c44
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_599c3b22474c77b9",
+    "api_calls": 0,
+    "input_tokens": 17043,
+    "cached_input_tokens": 15744,
+    "output_tokens": 443,
+    "total_tokens": 17486,
+    "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": 11120.7,
+    "sql_execution_elapsed_ms_total": 0.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/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_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d7fb058892a707cfa75feb215bf517c661c690a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:46.939914+00:00",
+  "ended_at": "2026-05-19T15:54:58.060656+00:00",
+  "elapsed_ms": 11120.7,
+  "prompt_metrics": {
+    "chars": 15410,
+    "bytes_utf8": 15410,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 705,
+    "bytes_utf8": 705,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 341,
+      "bytes_utf8": 341,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17043,
+      "cached_input_tokens": 15744,
+      "output_tokens": 443,
+      "reasoning_output_tokens": 334
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa8b2e4ff627f782f97f42e01681a3c479d14dc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkspr.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkspr",
+    "predicate_col": "bkspr",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..33e0a0fcbaddc24a0976d01710644b263fa15480
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-6233-7c62-93c1-7a3a3b6f4646"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkspr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"bkspr\\\" = 't'\\nGROUP BY \\\"bkspr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applies the planned Filtered Top-k Group Count template exactly, grouping on \\\"bkspr\\\" after filtering rows to \\\"bkspr\\\" = 't'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17043,"cached_input_tokens":15744,"output_tokens":443,"reasoning_output_tokens":334}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69f61ccc208b6d102beb30699c78d76d090d928f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bkspr\", COUNT(*) AS \"support\"\nFROM \"c4\"\nWHERE \"bkspr\" = 't'\nGROUP BY \"bkspr\"\nORDER BY \"support\" DESC\nLIMIT 10;","notes":"Applies the planned Filtered Top-k Group Count template exactly, grouping on \"bkspr\" after filtering rows to \"bkspr\" = 't'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_599c3b22474c77b9/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d1d8f20e8124a77eb9b9904c1169554585d64ddd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17002, "cached_input_tokens": 15744, "output_tokens": 326, "reasoning_output_tokens": 231}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3e53cd827ae88b345d72892b5725309f5e11462d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_5baf409e077c4440",
+    "api_calls": 0,
+    "input_tokens": 17002,
+    "cached_input_tokens": 15744,
+    "output_tokens": 326,
+    "total_tokens": 17328,
+    "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": 9478.72,
+    "sql_execution_elapsed_ms_total": 1.42,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/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_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..16044a3adbb6696067db97b39fa091ff8e654978
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:39:25.697454+00:00",
+  "ended_at": "2026-05-19T15:39:35.176209+00:00",
+  "elapsed_ms": 9478.72,
+  "prompt_metrics": {
+    "chars": 15218,
+    "bytes_utf8": 15218,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 693,
+    "bytes_utf8": 693,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 332,
+      "bytes_utf8": 332,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17002,
+      "cached_input_tokens": 15744,
+      "output_tokens": 326,
+      "reasoning_output_tokens": 231
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e4571d22ef1ea1766d7af97bbbc3df4a9f94c5de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=simpl.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "simpl",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "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_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4bf3d119cb7dd5b0e5dabd386f7dcb9e2ed89617
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-5387-7c92-9ce8-76bc8ba929ce"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"simpl\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"support\\\" ASC, \\\"simpl\\\"\\nLIMIT 10;\",\"notes\":\"Applies the Low-Support Group Count template with group_col bound to \\\"simpl\\\" to list the rarest simpl categories by support.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17002,"cached_input_tokens":15744,"output_tokens":326,"reasoning_output_tokens":231}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af3d6a2136dacbc3cb0a6e5c6dc8faaf359833f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"simpl\",\n    COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"simpl\"\nORDER BY \"support\" ASC, \"simpl\"\nLIMIT 10;","notes":"Applies the Low-Support Group Count template with group_col bound to \"simpl\" to list the rarest simpl categories by support."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_5baf409e077c4440/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f853b181eadb0760c1a0301b67d095d6f19ddead
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:24.549461+00:00",
+  "ended_at": "2026-05-19T15:54:27.567496+00:00",
+  "elapsed_ms": 3018.0,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15411,
+    "bytes_utf8": 15411,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5927747f6c8f15902d74d433235dde95103e1314
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:28.570502+00:00",
+  "ended_at": "2026-05-19T15:54:31.623613+00:00",
+  "elapsed_ms": 3053.06,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15411,
+    "bytes_utf8": 15411,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dadaea00e519a358ae1e7bf79a6ad96c45b82719
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkon8.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkon8",
+    "predicate_col": "bkxcr",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dadaea00e519a358ae1e7bf79a6ad96c45b82719
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkon8.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkon8",
+    "predicate_col": "bkxcr",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..762255713e1c9ca85e3715dca9a0347c5a6b85dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-0ac3-7b52-94ac-714fbeaeb43e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..be3c00f4c92d15a6e05f089e709a6df265821c51
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-0ac3-7b52-94ac-714fbeaeb43e"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..73252d512caab2fc84571972911dca9fdb00866f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-1a87-79e0-b19b-ea9096fcaecb"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..579a2b9bfdce78c3e3b00ebd5de4c4e71d278614
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-1a87-79e0-b19b-ea9096fcaecb"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_60812cc05ed0becd/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e17f32abbd4179ff97a58c90ff066a51f6545528
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15548, "bytes_utf8": 15548, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17076, "cached_input_tokens": 15744, "output_tokens": 345, "reasoning_output_tokens": 210}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ab9285c38d795f2db1fda3220f4ec7bfee7f1c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_664ff536329f42f6",
+    "api_calls": 0,
+    "input_tokens": 17076,
+    "cached_input_tokens": 15744,
+    "output_tokens": 345,
+    "total_tokens": 17421,
+    "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": 8605.09,
+    "sql_execution_elapsed_ms_total": 1.37,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/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_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0eec54b0aae85ac2a34d81eebcb1a3af841f8d9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:56:42.958309+00:00",
+  "ended_at": "2026-05-19T15:56:51.563443+00:00",
+  "elapsed_ms": 8605.09,
+  "prompt_metrics": {
+    "chars": 15548,
+    "bytes_utf8": 15548,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 847,
+    "bytes_utf8": 847,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 479,
+      "bytes_utf8": 479,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17076,
+      "cached_input_tokens": 15744,
+      "output_tokens": 345,
+      "reasoning_output_tokens": 210
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..116742a2f02fc61bff580b955c931a75a50b4a34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=rxmsq.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "rxmsq",
+    "predicate_col": "rxmsq",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "rxmsq",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..253252eb932f1db30ddd7491c5bc2050d54460b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-2759-7a12-83b1-76e14512f912"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"rxmsq\\\", COUNT(DISTINCT \\\"rxmsq\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"rxmsq\\\" = 't'\\nGROUP BY \\\"rxmsq\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 13;\",\"notes\":\"Uses the required template and bound roles exactly as provided. Because both group_col and entity_col are \\\"rxmsq\\\" and the filter fixes \\\"rxmsq\\\" = 't', the result will collapse to the matching group value with its distinct count.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17076,"cached_input_tokens":15744,"output_tokens":345,"reasoning_output_tokens":210}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3756d585b0e582de3112c52836cd926d64134a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"rxmsq\", COUNT(DISTINCT \"rxmsq\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"rxmsq\" = 't'\nGROUP BY \"rxmsq\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 13;","notes":"Uses the required template and bound roles exactly as provided. Because both group_col and entity_col are \"rxmsq\" and the filter fixes \"rxmsq\" = 't', the result will collapse to the matching group value with its distinct count."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_664ff536329f42f6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7e3aa69a8d2ae5e45ff42b6cca4208c3e25a7180
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_68649d711373ae6c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 708, "bytes_utf8": 708, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 12032, "output_tokens": 497, "reasoning_output_tokens": 286}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3301fd237c1f8803ea79eb6b080a5ccc415f34eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 0, "output_tokens": 381, "reasoning_output_tokens": 254}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..64462af6eaf50153a233b47a9df4d47cd924615f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_6abbcf00df5607dd",
+    "api_calls": 0,
+    "input_tokens": 17059,
+    "cached_input_tokens": 0,
+    "output_tokens": 381,
+    "total_tokens": 17440,
+    "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": 12177.06,
+    "sql_execution_elapsed_ms_total": 1.96,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/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_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..67ac3729414e84d39958f0a0d6fcaf639b989a82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:34:03.632796+00:00",
+  "ended_at": "2026-05-19T15:34:15.809878+00:00",
+  "elapsed_ms": 12177.06,
+  "prompt_metrics": {
+    "chars": 15473,
+    "bytes_utf8": 15473,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 820,
+    "bytes_utf8": 820,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 465,
+      "bytes_utf8": 465,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17059,
+      "cached_input_tokens": 0,
+      "output_tokens": 381,
+      "reasoning_output_tokens": 254
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe0059fc3969081d9a1c2c3171ec31aeae51409e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=stlmt, condition_col=stlmt.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "stlmt",
+    "condition_col": "stlmt",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..188b52efc9432de871c5e210fb0b754c2fe01a97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40df-6979-7332-8380-e183fb652b79"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"stlmt\\\",\\n       AVG(CASE WHEN \\\"stlmt\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided template with group_col and condition_col both bound to \\\"stlmt\\\" and condition_value bound to 'f'. Because the grouping and condition use the same binary column, the resulting rate is deterministic within each group.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":0,"output_tokens":381,"reasoning_output_tokens":254}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e985c87589d95d6310002160e3b2ca46bfcb6176
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"stlmt\",\n       AVG(CASE WHEN \"stlmt\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"stlmt\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the provided template with group_col and condition_col both bound to \"stlmt\" and condition_value bound to 'f'. Because the grouping and condition use the same binary column, the resulting rate is deterministic within each group."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6abbcf00df5607dd/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4fe8105f7f102b583f154601a5b54fa68758c675
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17075, "cached_input_tokens": 15744, "output_tokens": 373, "reasoning_output_tokens": 255}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..88a7af9fa51acdd9d9252eed3c4396e5dfdc5db4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_6d609d1bd238ab45",
+    "api_calls": 0,
+    "input_tokens": 17075,
+    "cached_input_tokens": 15744,
+    "output_tokens": 373,
+    "total_tokens": 17448,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14504.92,
+    "sql_execution_elapsed_ms_total": 1.45,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/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_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..538701d27684e2472126e44b2466837578fe3fb5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:36.227120+00:00",
+  "ended_at": "2026-05-19T15:57:39.408136+00:00",
+  "elapsed_ms": 3180.99,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15550,
+    "bytes_utf8": 15550,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..95aa661320e3821d0a409f144b3096c3f15e23f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:40.410936+00:00",
+  "ended_at": "2026-05-19T15:57:51.734914+00:00",
+  "elapsed_ms": 11323.93,
+  "prompt_metrics": {
+    "chars": 15550,
+    "bytes_utf8": 15550,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 793,
+    "bytes_utf8": 793,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 429,
+      "bytes_utf8": 429,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17075,
+      "cached_input_tokens": 15744,
+      "output_tokens": 373,
+      "reasoning_output_tokens": 255
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71480c4991d3b84955e39d43520de1a8fee1e1a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skewr.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "skewr",
+    "predicate_col": "thrsk",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "skewr",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..71480c4991d3b84955e39d43520de1a8fee1e1a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skewr.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "skewr",
+    "predicate_col": "thrsk",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "skewr",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c234f66fe19ca5b6f592920a985af407ddeb9850
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-f76c-7051-b63b-9e9fb9be9321"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..32a1b427fef21d9334fa9c49a7f3254c02c5609a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-f76c-7051-b63b-9e9fb9be9321"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..619240db9b3385ba421d3c1a94fac8f8ca8245bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-07de-7a50-b7a3-f690690d730b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skewr\\\", COUNT(DISTINCT \\\"skewr\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"thrsk\\\" = 'f'\\nGROUP BY \\\"skewr\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Used the required template and fixed bindings exactly as provided. Because \\\"entity_col\\\" and \\\"group_col\\\" are both \\\"skewr\\\", the distinct count is computed over the grouped value itself.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17075,"cached_input_tokens":15744,"output_tokens":373,"reasoning_output_tokens":255}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..734b0c02e9d6c0212cda2b1d46fd0fa5086b02c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"skewr\", COUNT(DISTINCT \"skewr\") AS distinct_entities\nFROM \"c4\"\nWHERE \"thrsk\" = 'f'\nGROUP BY \"skewr\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Used the required template and fixed bindings exactly as provided. Because \"entity_col\" and \"group_col\" are both \"skewr\", the distinct count is computed over the grouped value itself."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_6d609d1bd238ab45/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a4e55b6638062062952ef05dd20bf245ff28384
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:56:51.572886+00:00",
+  "ended_at": "2026-05-19T15:56:54.718387+00:00",
+  "elapsed_ms": 3145.47,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15551,
+    "bytes_utf8": 15551,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f3955bc5badba2b9f322f27c766ab77e21a7fb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:56:55.720873+00:00",
+  "ended_at": "2026-05-19T15:56:59.319635+00:00",
+  "elapsed_ms": 3598.72,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15551,
+    "bytes_utf8": 15551,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb5aaacd719de7b7c21eb0b83388232f04293584
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=simpl.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "simpl",
+    "predicate_col": "simpl",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "simpl",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb5aaacd719de7b7c21eb0b83388232f04293584
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=simpl.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "simpl",
+    "predicate_col": "simpl",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "simpl",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88591bf835a861979973d9e78274eca0d33d3b1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-4909-7fe2-92c3-3f0082e3eb48"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dde9359aee940161e69d7b2f66f7ff9ef4dfb24f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-4909-7fe2-92c3-3f0082e3eb48"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8cf5bca724d0debb56cef25bf25f2c5a54997d30
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-593c-78b3-b47b-37a5c2da6bdf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..671f97ded3f1446863f00e8a0c917a537f86fe92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-593c-78b3-b47b-37a5c2da6bdf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7243a01f1d740916/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c5b88a4d25a0df245e4d0bd2509835c7f95ff02f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 612, "bytes_utf8": 612, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17204, "cached_input_tokens": 15744, "output_tokens": 460, "reasoning_output_tokens": 280}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..04fe1a80dbc846bad7e1ef10c0b2a30733a0bfb8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_77a54ff1b4cd14b9",
+    "api_calls": 0,
+    "input_tokens": 17204,
+    "cached_input_tokens": 15744,
+    "output_tokens": 460,
+    "total_tokens": 17664,
+    "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": 10383.83,
+    "sql_execution_elapsed_ms_total": 1.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/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_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cb27ea2038cc61f40e77532b740f43fce57f918
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:36:25.649722+00:00",
+  "ended_at": "2026-05-19T15:36:36.033581+00:00",
+  "elapsed_ms": 10383.83,
+  "prompt_metrics": {
+    "chars": 16028,
+    "bytes_utf8": 16028,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 977,
+    "bytes_utf8": 977,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 612,
+      "bytes_utf8": 612,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17204,
+      "cached_input_tokens": 15744,
+      "output_tokens": 460,
+      "reasoning_output_tokens": 280
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe8f1413f4baf68823f3c0cd5dd28815ed8dc5b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkon8, condition_col=bkon8.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "bkon8",
+    "condition_col": "bkon8",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c590a58cdd5378868f43037937f22a9ad70e3b3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-943b-79f1-a77a-ef57959e65c7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkon8\\\",\\n           SUM(CASE WHEN \\\"bkon8\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkon8\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkon8\\\"\\n)\\nSELECT \\\"bkon8\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested grouped ratio template with both group_col and condition_col bound to \\\"bkon8\\\" and positive/negative values 'f'/'t'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17204,"cached_input_tokens":15744,"output_tokens":460,"reasoning_output_tokens":280}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ab98141f3d902392252d906ba792be009c925c9b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkon8\",\n           SUM(CASE WHEN \"bkon8\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkon8\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkon8\"\n)\nSELECT \"bkon8\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested grouped ratio template with both group_col and condition_col bound to \"bkon8\" and positive/negative values 'f'/'t'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_77a54ff1b4cd14b9/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..788d9490839bf75544e8664bed6ec75684966bf3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 12032, "output_tokens": 459, "reasoning_output_tokens": 320}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe9e250c729474579111e3b6479b848ba47fd005
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_7978c7fd137d3b2a",
+    "api_calls": 0,
+    "input_tokens": 17073,
+    "cached_input_tokens": 12032,
+    "output_tokens": 459,
+    "total_tokens": 17532,
+    "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": 11158.36,
+    "sql_execution_elapsed_ms_total": 1.28,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/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_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd560eb897d80d60fdbc4d39a9065922d7326356
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:58:39.301047+00:00",
+  "ended_at": "2026-05-19T15:58:50.459445+00:00",
+  "elapsed_ms": 11158.36,
+  "prompt_metrics": {
+    "chars": 15550,
+    "bytes_utf8": 15550,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 871,
+    "bytes_utf8": 871,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 503,
+      "bytes_utf8": 503,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17073,
+      "cached_input_tokens": 12032,
+      "output_tokens": 459,
+      "reasoning_output_tokens": 320
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a05507f363ca76b03515a59be23058064aedbb80
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=thrsk.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "thrsk",
+    "predicate_col": "wkovl",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "thrsk",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b33329ad76d524cc9037e88970975d9c412d63f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-edcc-7f82-bc29-6a62ec9013d6"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"thrsk\\\", COUNT(DISTINCT \\\"thrsk\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"wkovl\\\" = 't'\\nGROUP BY \\\"thrsk\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template with \\\"thrsk\\\" as both the grouping and distinct-count column, filtered to rows where \\\"wkovl\\\" = 't'. Since the grouped column and distinct-count column are the same, each non-NULL group will usually have a distinct count of 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":12032,"output_tokens":459,"reasoning_output_tokens":320}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f63fcdbb2949b4aa94d4e0dcfd71eccd346a586
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"thrsk\", COUNT(DISTINCT \"thrsk\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"wkovl\" = 't'\nGROUP BY \"thrsk\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 15;","notes":"Used the provided template with \"thrsk\" as both the grouping and distinct-count column, filtered to rows where \"wkovl\" = 't'. Since the grouped column and distinct-count column are the same, each non-NULL group will usually have a distinct count of 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_7978c7fd137d3b2a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e371ee8286eb882254e95b9484d1d6e4ca1ee818
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15550, "bytes_utf8": 15550, "lines": 544, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17069, "cached_input_tokens": 15744, "output_tokens": 337, "reasoning_output_tokens": 208}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d863388f76ba77569c5c416229575840c43eaad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_836af653e148ac81",
+    "api_calls": 0,
+    "input_tokens": 17069,
+    "cached_input_tokens": 15744,
+    "output_tokens": 337,
+    "total_tokens": 17406,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12380.14,
+    "sql_execution_elapsed_ms_total": 3.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/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_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2390e6ec374b931bd193a024c9938cd47581046f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:56:59.322440+00:00",
+  "ended_at": "2026-05-19T15:57:02.701220+00:00",
+  "elapsed_ms": 3378.76,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15550,
+    "bytes_utf8": 15550,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..7358da13cac7b8b89727d2df61a4b5dfe91c0970
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:03.703184+00:00",
+  "ended_at": "2026-05-19T15:57:12.704605+00:00",
+  "elapsed_ms": 9001.38,
+  "prompt_metrics": {
+    "chars": 15550,
+    "bytes_utf8": 15550,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 869,
+    "bytes_utf8": 869,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 497,
+      "bytes_utf8": 497,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17069,
+      "cached_input_tokens": 15744,
+      "output_tokens": 337,
+      "reasoning_output_tokens": 208
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15225d72476b175403efae9e2ec3f389e3f95738
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=simpl.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "simpl",
+    "predicate_col": "spcop",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "simpl",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15225d72476b175403efae9e2ec3f389e3f95738
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=simpl.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "simpl",
+    "predicate_col": "spcop",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "simpl",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8502b6e82b600d2eefa77f743938065afc094fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-6772-7d33-9cb2-e1bf66cfabdb"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0595efe778abe184e6cf68109a8f775889fa66f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-6772-7d33-9cb2-e1bf66cfabdb"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e526c70a500518bda3ed71a10fe74eb0557ff71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-7859-72b1-bfd0-a33597f3f0d9"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"simpl\\\", COUNT(DISTINCT \\\"simpl\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"spcop\\\" = 'f'\\nGROUP BY \\\"simpl\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\",\"notes\":\"Uses the bound template exactly with group_col=\\\"simpl\\\", entity_col=\\\"simpl\\\", and predicate \\\"spcop\\\" = 'f'. Because the grouped column and distinct-count column are the same, each returned group will typically have a distinct_entities value of 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17069,"cached_input_tokens":15744,"output_tokens":337,"reasoning_output_tokens":208}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d8faa82b909e08a541d8ace95f36a1ecfd68777a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"simpl\", COUNT(DISTINCT \"simpl\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"spcop\" = 'f'\nGROUP BY \"simpl\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 19;","notes":"Uses the bound template exactly with group_col=\"simpl\", entity_col=\"simpl\", and predicate \"spcop\" = 'f'. Because the grouped column and distinct-count column are the same, each returned group will typically have a distinct_entities value of 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_836af653e148ac81/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4a5e0daf975553644d918607a1aec02382698cf1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17108, "cached_input_tokens": 15744, "output_tokens": 239, "reasoning_output_tokens": 96}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecae2588a386370b62686ff65935e53f06dc59f7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_858d834f4a086438",
+    "api_calls": 0,
+    "input_tokens": 17108,
+    "cached_input_tokens": 15744,
+    "output_tokens": 239,
+    "total_tokens": 17347,
+    "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": 7289.96,
+    "sql_execution_elapsed_ms_total": 2.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/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_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..562d0afde1290c2380dcd973e9cfcb9afae564b0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:47:21.929341+00:00",
+  "ended_at": "2026-05-19T15:47:29.219338+00:00",
+  "elapsed_ms": 7289.96,
+  "prompt_metrics": {
+    "chars": 15562,
+    "bytes_utf8": 15562,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 812,
+    "bytes_utf8": 812,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 454,
+      "bytes_utf8": 454,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17108,
+      "cached_input_tokens": 15744,
+      "output_tokens": 239,
+      "reasoning_output_tokens": 96
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..325bfdf0b32dc8d1095ce131d02ebac49f9840a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=qxmsq, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "qxmsq",
+    "target_col": "class",
+    "target_value": "won",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce847e61911f782d5df6873f2eff12e2eec8f4e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-983c-7b62-ac50-8f5cf342155d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"qxmsq\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"qxmsq\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applies the Tail Target-Rate Extremes template with group_col=\\\"qxmsq\\\" and target_col=\\\"class\\\", measuring the share of rows where class='won' per qxmsq value.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17108,"cached_input_tokens":15744,"output_tokens":239,"reasoning_output_tokens":96}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ffd80fe2bc4471b37a2c30613c751c9d40811628
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"qxmsq\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"qxmsq\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applies the Tail Target-Rate Extremes template with group_col=\"qxmsq\" and target_col=\"class\", measuring the share of rows where class='won' per qxmsq value."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_858d834f4a086438/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa0c188f49ca0b344009f5e21c33c19cd3d4858c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:58.065372+00:00",
+  "ended_at": "2026-05-19T15:55:01.386356+00:00",
+  "elapsed_ms": 3320.96,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15411,
+    "bytes_utf8": 15411,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d3e4bb9ed4a6af389708edd79150dd1a2b353947
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:02.389210+00:00",
+  "ended_at": "2026-05-19T15:55:06.646095+00:00",
+  "elapsed_ms": 4256.84,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15411,
+    "bytes_utf8": 15411,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30f16ff2a9c9e7a2765b7b58fe902438cde5e8ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkspr.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkspr",
+    "predicate_col": "blxwp",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30f16ff2a9c9e7a2765b7b58fe902438cde5e8ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkspr.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkspr",
+    "predicate_col": "blxwp",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..58ca9f96ab1411ef64d9500d0e36383aa0e9ac8f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-8d92-79e2-b05b-7d9aa1e91199"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..606f65f18be0779b710db000bb0198785311ecfe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-8d92-79e2-b05b-7d9aa1e91199"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f9fbd3cfabcfb62edd9538c91f54a30601d9e8b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-9ea0-7282-8629-ed61c7138a8a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4fa291e4d13f9a5a7a25754f1499ad1d702d3e12
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-9ea0-7282-8629-ed61c7138a8a"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_892bf020e9899334/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3bb72440541c35b5b6dc02bde2659475eac71eab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16029, "bytes_utf8": 16029, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 700, "bytes_utf8": 700, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17206, "cached_input_tokens": 12032, "output_tokens": 480, "reasoning_output_tokens": 286}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f19523eeb2ab7c05c4a62f99314cc98866bf99c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_899e3763e4a97057/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkxbq\",\n           SUM(CASE WHEN \"bkxbq\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkxbq\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkxbq\"\n)\nSELECT \"bkxbq\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the required grouped ratio template with both group_col and condition_col bound to \"bkxbq\". Because the grouping column and condition column are the same, one group will have a zero denominator and yield NULL via NULLIF."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..39d4a6b405711a6d9b55e8aea9c798862438adfe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15340, "bytes_utf8": 15340, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17017, "cached_input_tokens": 12032, "output_tokens": 348, "reasoning_output_tokens": 222}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea97577e30d56345136a2392139cc441a886ab57
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_8b02b657c14bc8b8",
+    "api_calls": 0,
+    "input_tokens": 17017,
+    "cached_input_tokens": 12032,
+    "output_tokens": 348,
+    "total_tokens": 17365,
+    "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": 8786.86,
+    "sql_execution_elapsed_ms_total": 1.23,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/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_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ea787069b9c4f7f8506f0db5b24959a02eb0b28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:29:09.154629+00:00",
+  "ended_at": "2026-05-19T15:29:17.941515+00:00",
+  "elapsed_ms": 8786.86,
+  "prompt_metrics": {
+    "chars": 15340,
+    "bytes_utf8": 15340,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 831,
+    "bytes_utf8": 831,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 468,
+      "bytes_utf8": 468,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17017,
+      "cached_input_tokens": 12032,
+      "output_tokens": 348,
+      "reasoning_output_tokens": 222
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..529e8fabbbc3fc0fd32ea98f70e74cb709369456
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkona.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "bkona",
+    "entity_col": "bkona",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..89a213bc4d2d5a651c6e51d9f3eab5534a0ed6e6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-eb3e-7a93-9762-764c2719ee93"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkona\\\", COUNT(DISTINCT \\\"bkona\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"bkona\\\" and entity_col=\\\"bkona\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1, while a NULL group would count as 0.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17017,"cached_input_tokens":12032,"output_tokens":348,"reasoning_output_tokens":222}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0674cfae2416cebb519bf89bf2d118e3e50f821f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkona\", COUNT(DISTINCT \"bkona\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkona\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 13;","notes":"Used the required template with group_col=\"bkona\" and entity_col=\"bkona\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1, while a NULL group would count as 0."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8b02b657c14bc8b8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..22cc4a1a868edcb1c3ee12ab142977579ae009c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15220, "bytes_utf8": 15220, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17005, "cached_input_tokens": 15744, "output_tokens": 449, "reasoning_output_tokens": 349}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f83269a6df77eb5fe0be8df892c0c056e3ea4327
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_8ca395c7f364a59d",
+    "api_calls": 0,
+    "input_tokens": 17005,
+    "cached_input_tokens": 15744,
+    "output_tokens": 449,
+    "total_tokens": 17454,
+    "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": 17848.81,
+    "sql_execution_elapsed_ms_total": 1.71,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/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_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..439caccb5e96d5e6f29dc8e27c04abfcf8979682
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:41:15.618823+00:00",
+  "ended_at": "2026-05-19T15:41:33.467671+00:00",
+  "elapsed_ms": 17848.81,
+  "prompt_metrics": {
+    "chars": 15220,
+    "bytes_utf8": 15220,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1328,
+    "bytes_utf8": 1328,
+    "lines": 6,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 301,
+      "bytes_utf8": 301,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17005,
+      "cached_input_tokens": 15744,
+      "output_tokens": 449,
+      "reasoning_output_tokens": 349
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6be26fbe01776c90f7420626724f138f27313701
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=stlmt.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "stlmt",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5d86c7b4ea1ad0e68753fbd02dc6ba6037be6bca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,6 @@
+{"type":"thread.started","thread_id":"019e40e6-00ec-7a71-a8ee-8b682b2cf55f"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17640. Please try again in 529ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 2000000, Requested 17640. Please try again in 529ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n  \\\"stlmt\\\",\\n  COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY \\\"support\\\" ASC, \\\"stlmt\\\"\\nLIMIT 15;\",\"notes\":\"Applied the Low-Support Group Count template with group_col bound to \\\"stlmt\\\" and top_k set to 15.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17005,"cached_input_tokens":15744,"output_tokens":449,"reasoning_output_tokens":349}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8edb7f3210b94b35938e7d277a2f926a8539e2d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n  \"stlmt\",\n  COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"stlmt\"\nORDER BY \"support\" ASC, \"stlmt\"\nLIMIT 15;","notes":"Applied the Low-Support Group Count template with group_col bound to \"stlmt\" and top_k set to 15."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8ca395c7f364a59d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..703e14637cb2365099a6537a83cca69462a5ad34
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15459, "bytes_utf8": 15459, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17058, "cached_input_tokens": 12032, "output_tokens": 337, "reasoning_output_tokens": 206}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4682600930d1082c84ed26dee08f6cbe38e01a4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_8cba8251f2446504",
+    "api_calls": 0,
+    "input_tokens": 17058,
+    "cached_input_tokens": 12032,
+    "output_tokens": 337,
+    "total_tokens": 17395,
+    "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": 10305.97,
+    "sql_execution_elapsed_ms_total": 1.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/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_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..46183dbffb04438f365303d7953e9fcf248f8ecd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:32:52.723503+00:00",
+  "ended_at": "2026-05-19T15:33:03.029498+00:00",
+  "elapsed_ms": 10305.97,
+  "prompt_metrics": {
+    "chars": 15459,
+    "bytes_utf8": 15459,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 832,
+    "bytes_utf8": 832,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 473,
+      "bytes_utf8": 473,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17058,
+      "cached_input_tokens": 12032,
+      "output_tokens": 337,
+      "reasoning_output_tokens": 206
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea169152af337a0dc9f1fb3e1824cb5bc8f4836f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=skewr, condition_col=skewr.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "skewr",
+    "condition_col": "skewr",
+    "condition_value": "t",
+    "positive_value": "t",
+    "negative_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d127cb68caef0b51d8a0428bcb01130c776c3ca8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40de-547b-7593-a70c-d627d9be7c32"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"skewr\\\",\\n       AVG(CASE WHEN \\\"skewr\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col and condition_col both bound to \\\"skewr\\\" and condition_value set to 't'. Because the grouping and condition use the same column, each group's rate is a self-consistency rate.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17058,"cached_input_tokens":12032,"output_tokens":337,"reasoning_output_tokens":206}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4a1098ed83e162a6fe537f600e9bf4832a3cc5e5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"skewr\",\n       AVG(CASE WHEN \"skewr\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the required Grouped Condition Rate template with group_col and condition_col both bound to \"skewr\" and condition_value set to 't'. Because the grouping and condition use the same column, each group's rate is a self-consistency rate."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_8cba8251f2446504/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c48b704733d2412f6d2515875438a466abde0cb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15340, "bytes_utf8": 15340, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17021, "cached_input_tokens": 12032, "output_tokens": 331, "reasoning_output_tokens": 203}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7dbc6806971a9acbf5966b467ffb8edc7141be59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_92ea372881abb581",
+    "api_calls": 0,
+    "input_tokens": 17021,
+    "cached_input_tokens": 12032,
+    "output_tokens": 331,
+    "total_tokens": 17352,
+    "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": 8724.14,
+    "sql_execution_elapsed_ms_total": 2.83,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/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_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a52f5678c8c885ae8774c66b6e5055757e80fbe3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:29:42.109701+00:00",
+  "ended_at": "2026-05-19T15:29:50.833884+00:00",
+  "elapsed_ms": 8724.14,
+  "prompt_metrics": {
+    "chars": 15340,
+    "bytes_utf8": 15340,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 823,
+    "bytes_utf8": 823,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 456,
+      "bytes_utf8": 456,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17021,
+      "cached_input_tokens": 12032,
+      "output_tokens": 331,
+      "reasoning_output_tokens": 203
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b8af70fc3207974f2d280a14632e473b2a1b3c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxbq.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "bkxbq",
+    "entity_col": "bkxbq",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..77c9a7f187c3b8e51cd3bc4aaf038ca1f0c8da33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40db-6be5-7322-86eb-0ffa1783b293"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkxbq\\\", COUNT(DISTINCT \\\"bkxbq\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkxbq\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applied the planned template with group_col=\\\"bkxbq\\\" and entity_col=\\\"bkxbq\\\" on single table \\\"c4\\\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17021,"cached_input_tokens":12032,"output_tokens":331,"reasoning_output_tokens":203}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..70b046c9096ccb5b6e78fa71df91be5f3c4fdcc0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkxbq\", COUNT(DISTINCT \"bkxbq\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkxbq\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;","notes":"Applied the planned template with group_col=\"bkxbq\" and entity_col=\"bkxbq\" on single table \"c4\". Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_92ea372881abb581/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..219a7a3588e3e6b5350e3cb8bd4fe96ccc0a5090
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17095, "cached_input_tokens": 15744, "output_tokens": 444, "reasoning_output_tokens": 314}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f2ce3b07d7fdace9dbed620e97ad581379d82e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_93caba2f3f0d8b0b",
+    "api_calls": 0,
+    "input_tokens": 17095,
+    "cached_input_tokens": 15744,
+    "output_tokens": 444,
+    "total_tokens": 17539,
+    "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": 10154.97,
+    "sql_execution_elapsed_ms_total": 2.17,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/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_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5654c842d04b4ce0f98e6ac8d9b5cf86a9bd33a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:49:14.916965+00:00",
+  "ended_at": "2026-05-19T15:49:25.071954+00:00",
+  "elapsed_ms": 10154.97,
+  "prompt_metrics": {
+    "chars": 15514,
+    "bytes_utf8": 15514,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 785,
+    "bytes_utf8": 785,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 410,
+      "bytes_utf8": 410,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17095,
+      "cached_input_tokens": 15744,
+      "output_tokens": 444,
+      "reasoning_output_tokens": 314
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0145bd7363ee8fe2b1b656cfb3be2f3cb3fd3617
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=thrsk, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "thrsk",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8383f344ff0d68bd24b4e3f69cb0bc50515f4cbb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-513a-74c3-a67d-849998d2c81b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"thrsk\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"thrsk\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applies the planned Two-Axis Target Rate Surface template using \\\"bkon8\\\" and \\\"thrsk\\\" as grouping axes and computes the rate of rows where \\\"class\\\" = 'nowin'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17095,"cached_input_tokens":15744,"output_tokens":444,"reasoning_output_tokens":314}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2159f929f49908f226aded2d6d46e20cb0114d89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"thrsk\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"thrsk\"\nORDER BY \"target_rate\" DESC;","notes":"Applies the planned Two-Axis Target Rate Surface template using \"bkon8\" and \"thrsk\" as grouping axes and computes the rate of rows where \"class\" = 'nowin'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_93caba2f3f0d8b0b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..382e2a62a70b1138bed5a0a9867205885306d7dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15470, "bytes_utf8": 15470, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17056, "cached_input_tokens": 12032, "output_tokens": 414, "reasoning_output_tokens": 302}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb661ccfde48efd65f0dc6ceb2253708aab51add
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_95c8de3545cc0c8a",
+    "api_calls": 0,
+    "input_tokens": 17056,
+    "cached_input_tokens": 12032,
+    "output_tokens": 414,
+    "total_tokens": 17470,
+    "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": 10182.18,
+    "sql_execution_elapsed_ms_total": 1.48,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/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_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..39a8eacf8f40354bca6c46d8b768e57eb02119b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:35:41.031878+00:00",
+  "ended_at": "2026-05-19T15:35:51.214080+00:00",
+  "elapsed_ms": 10182.18,
+  "prompt_metrics": {
+    "chars": 15470,
+    "bytes_utf8": 15470,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 728,
+    "bytes_utf8": 728,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 369,
+      "bytes_utf8": 369,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17056,
+      "cached_input_tokens": 12032,
+      "output_tokens": 414,
+      "reasoning_output_tokens": 302
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9ee8c7ccdceaebe31ca91d0a055ac3d122f7580
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=wknck, condition_col=wknck.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "wknck",
+    "condition_col": "wknck",
+    "condition_value": "t",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b80f2761ca40828896f347a51501830119e370bb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-e5da-7233-92a2-4789bf6c860f"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wknck\\\",\\n       AVG(CASE WHEN \\\"wknck\\\" = 't' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wknck\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with both group_col and condition_col bound to \\\"wknck\\\" and condition_value bound to 't'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17056,"cached_input_tokens":12032,"output_tokens":414,"reasoning_output_tokens":302}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..69dc80c77195f97fc4901b7f3c0a4a5bad20f0de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"wknck\",\n       AVG(CASE WHEN \"wknck\" = 't' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"wknck\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the planned Grouped Condition Rate template with both group_col and condition_col bound to \"wknck\" and condition_value bound to 't'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_95c8de3545cc0c8a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c20a6570d35c232f165b80fa5aec223ab1ab2d78
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17094, "cached_input_tokens": 15744, "output_tokens": 397, "reasoning_output_tokens": 259}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..18759a37cb0a703334a8a8325cf814ae64deab21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_98289c8d8ebd1588",
+    "api_calls": 0,
+    "input_tokens": 17094,
+    "cached_input_tokens": 15744,
+    "output_tokens": 397,
+    "total_tokens": 17491,
+    "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": 9967.57,
+    "sql_execution_elapsed_ms_total": 2.88,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/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_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d653afc7ea600c99bbb253eee91ff3624523e78c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:51:32.206719+00:00",
+  "ended_at": "2026-05-19T15:51:42.174324+00:00",
+  "elapsed_ms": 9967.57,
+  "prompt_metrics": {
+    "chars": 15523,
+    "bytes_utf8": 15523,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 809,
+    "bytes_utf8": 809,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 430,
+      "bytes_utf8": 430,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17094,
+      "cached_input_tokens": 15744,
+      "output_tokens": 397,
+      "reasoning_output_tokens": 259
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c93b5e671f137aef05679918449449cb38cbc36e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkpos, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wkpos",
+    "target_col": "class",
+    "target_value": "won",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7127fd82ab61ddb5e385dd9c9b808f23308c617
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-6963-7370-a748-ac65aec36f45"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkpos\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1.0 ELSE 0.0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkpos\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkpos\\\", target_col=\\\"class\\\", and target_value='won' on the single table \\\"c4\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17094,"cached_input_tokens":15744,"output_tokens":397,"reasoning_output_tokens":259}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..09c3811782bda5df77927c3c407e744cd780f227
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkpos\",\n       AVG(CASE WHEN \"class\" = 'won' THEN 1.0 ELSE 0.0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkpos\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"wkpos\", target_col=\"class\", and target_value='won' on the single table \"c4\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_98289c8d8ebd1588/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..79dfd70aa30349d43c62bea21e8e9d98ad74d740
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15342, "bytes_utf8": 15342, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17018, "cached_input_tokens": 4480, "output_tokens": 260, "reasoning_output_tokens": 146}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7a02e63a1957f3154c553467846a4d3a396eaab1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_984a4f300e604a3d",
+    "api_calls": 0,
+    "input_tokens": 17018,
+    "cached_input_tokens": 4480,
+    "output_tokens": 260,
+    "total_tokens": 17278,
+    "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": 7992.85,
+    "sql_execution_elapsed_ms_total": 2.34,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/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_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..07016d38ec1d49b554fd9c67700eafcfa0350638
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:28:26.488880+00:00",
+  "ended_at": "2026-05-19T15:28:34.481766+00:00",
+  "elapsed_ms": 7992.85,
+  "prompt_metrics": {
+    "chars": 15342,
+    "bytes_utf8": 15342,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 789,
+    "bytes_utf8": 789,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 435,
+      "bytes_utf8": 435,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17018,
+      "cached_input_tokens": 4480,
+      "output_tokens": 260,
+      "reasoning_output_tokens": 146
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d58190cc6f01f4c87c7405f7bc822d155a7895a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkblk.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "bkblk",
+    "entity_col": "bkblk",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c1b67c212c7491e312c3e65a4753af0c0e396ae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40da-4499-7301-8dd0-da094384f6a7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"bkblk\\\", COUNT(DISTINCT \\\"bkblk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkblk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the required template with group_col=\\\"bkblk\\\" and entity_col=\\\"bkblk\\\" as bound. Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17018,"cached_input_tokens":4480,"output_tokens":260,"reasoning_output_tokens":146}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87928a4c3f02c4d2cb28ca0f36488b34b5bd5a05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkblk\", COUNT(DISTINCT \"bkblk\") AS distinct_entities\nFROM \"c4\"\nGROUP BY \"bkblk\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Applied the required template with group_col=\"bkblk\" and entity_col=\"bkblk\" as bound. Because the grouped column and distinct-counted column are the same, each non-NULL group will typically have distinct_entities = 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_984a4f300e604a3d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b51731216c5de3d8e4eca39eb0d85ae379ec5c20
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15392, "bytes_utf8": 15392, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 12032, "output_tokens": 286, "reasoning_output_tokens": 158}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d39103809aa367be0fea2a950398f58a86acbe85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_9b23d30dfa1b458e",
+    "api_calls": 0,
+    "input_tokens": 17074,
+    "cached_input_tokens": 12032,
+    "output_tokens": 286,
+    "total_tokens": 17360,
+    "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": 7756.31,
+    "sql_execution_elapsed_ms_total": 4.35,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/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_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a40077ef408b6e04b11cab02f3aa735659e5d8a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:42:54.918340+00:00",
+  "ended_at": "2026-05-19T15:43:02.674691+00:00",
+  "elapsed_ms": 7756.31,
+  "prompt_metrics": {
+    "chars": 15392,
+    "bytes_utf8": 15392,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 758,
+    "bytes_utf8": 758,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 384,
+      "bytes_utf8": 384,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17074,
+      "cached_input_tokens": 12032,
+      "output_tokens": 286,
+      "reasoning_output_tokens": 158
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2749967cf1586cb73e242b63c050d51e40210537
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_pairwise_sparse_slice_v2",
+    "template_name": "Pairwise Sparse Slice Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bkxbq.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "bkxbq",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..105472e38f85013f74831de41e41ad9aa62f4b1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e7-84c7-77c0-adb3-2d2b89207841"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n    \\\"bkon8\\\",\\n    \\\"bkxbq\\\",\\n    COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bkxbq\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bkxbq\\\"\\nLIMIT 13;\",\"notes\":\"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"bkxbq\\\", and top_k=13 on the single table \\\"c4\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":12032,"output_tokens":286,"reasoning_output_tokens":158}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9549473b91d12b961f2d70440a5366b50f217c73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n    \"bkon8\",\n    \"bkxbq\",\n    COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bkxbq\"\nORDER BY support ASC, \"bkon8\", \"bkxbq\"\nLIMIT 13;","notes":"Uses the Pairwise Sparse Slice Count template with fixed bindings group_col=\"bkon8\", group_col_2=\"bkxbq\", and top_k=13 on the single table \"c4\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9b23d30dfa1b458e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3e05afbfa0716d40e0613be78b569eb7e96f7fa4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15566, "bytes_utf8": 15566, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 504, "reasoning_output_tokens": 358}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e74f372a69ece1d0828a348beabc1aa975d5ecd8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_9f08b80ee0809723",
+    "api_calls": 0,
+    "input_tokens": 17107,
+    "cached_input_tokens": 15744,
+    "output_tokens": 504,
+    "total_tokens": 17611,
+    "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": 14741.74,
+    "sql_execution_elapsed_ms_total": 3.33,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/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_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..336b643db8e6609ebe2f6c0a26988bcd6c44e5e1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:46:54.949983+00:00",
+  "ended_at": "2026-05-19T15:47:09.691780+00:00",
+  "elapsed_ms": 14741.74,
+  "prompt_metrics": {
+    "chars": 15566,
+    "bytes_utf8": 15566,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 823,
+    "bytes_utf8": 823,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 448,
+      "bytes_utf8": 448,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17107,
+      "cached_input_tokens": 15744,
+      "output_tokens": 504,
+      "reasoning_output_tokens": 358
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f41cf009c5a35ecda5908821bb7883873e206fad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=mulch, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "mulch",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61e9473110e49f33f717497307450648d12bf352
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-2e8b-7d13-b96f-efb77afcf71c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n  \\\"mulch\\\",\\n  COUNT(*) AS \\\"support\\\",\\n  AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 19;\",\"notes\":\"Uses the Tail Target-Rate Extremes template with group_col=\\\"mulch\\\", target_col=\\\"class\\\", target_value='nowin', min_support=4, and top_k=19.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":504,"reasoning_output_tokens":358}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..084ed183c4e50f579b163d1a1c3574b9f82a6428
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n  \"mulch\",\n  COUNT(*) AS \"support\",\n  AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c4\"\nGROUP BY \"mulch\"\nHAVING COUNT(*) >= 4\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 19;","notes":"Uses the Tail Target-Rate Extremes template with group_col=\"mulch\", target_col=\"class\", target_value='nowin', min_support=4, and top_k=19."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_9f08b80ee0809723/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f932e61200e139c9abae501b41a8bb7ffc8c5529
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:14.861779+00:00",
+  "ended_at": "2026-05-19T15:55:18.091150+00:00",
+  "elapsed_ms": 3229.33,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15412,
+    "bytes_utf8": 15412,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8bb39f2018e7f88db5d4304d1b8a926b6600c28a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:19.094122+00:00",
+  "ended_at": "2026-05-19T15:55:22.850783+00:00",
+  "elapsed_ms": 3756.61,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15412,
+    "bytes_utf8": 15412,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ee4cc98f355cd902b329a996cf88d3a8a52e512
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkxbq.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkxbq",
+    "predicate_col": "bxqsq",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ee4cc98f355cd902b329a996cf88d3a8a52e512
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkxbq.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkxbq",
+    "predicate_col": "bxqsq",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2a2233a5e10bf594507a7a50901608c65edd088
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-cf5a-7800-90f7-867033fc0dee"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0619fb0d60da082cda490140d54318d9dfca5bd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-cf5a-7800-90f7-867033fc0dee"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e733202d1b10dcec3609f8e906fba5a604e5a95c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-dfc8-7132-b9ae-0b1fe811f99f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..92ea70cf199181949f439f7aa54187c408233e1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-dfc8-7132-b9ae-0b1fe811f99f"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a1eed567091e01eb/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..51a7ef05ba7dadeddfad42d88bfaa7ab9544e3b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_a3f17f220171b463",
+    "api_calls": 0,
+    "input_tokens": 17041,
+    "cached_input_tokens": 15744,
+    "output_tokens": 307,
+    "total_tokens": 17348,
+    "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": 7728.45,
+    "sql_execution_elapsed_ms_total": 1.94,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/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_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d91a72753122feefa7601055c434a0ce53747c3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:39.201987+00:00",
+  "ended_at": "2026-05-19T15:54:46.930481+00:00",
+  "elapsed_ms": 7728.45,
+  "prompt_metrics": {
+    "chars": 15412,
+    "bytes_utf8": 15412,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 737,
+    "bytes_utf8": 737,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 377,
+      "bytes_utf8": 377,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17041,
+      "cached_input_tokens": 15744,
+      "output_tokens": 307,
+      "reasoning_output_tokens": 196
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6716847bc83f2f4962386b27b89688dbe5109f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bkona.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkona",
+    "predicate_col": "bkxwp",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f016ed05a355be2031efdb7b3777f26f941754b5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-43eb-70a2-8672-8f493ff72d11"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkona\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"bkxwp\\\" = 'f'\\nGROUP BY \\\"bkona\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"bkona\\\", predicate_col=\\\"bkxwp\\\", predicate_op=\\\"=\\\", predicate_value='f', top_k=19.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17041,"cached_input_tokens":15744,"output_tokens":307,"reasoning_output_tokens":196}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12b7d7d18ac70b0c1907d1ebb9b6da29c12e6706
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bkona\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"bkxwp\" = 'f'\nGROUP BY \"bkona\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"bkona\", predicate_col=\"bkxwp\", predicate_op=\"=\", predicate_value='f', top_k=19."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a3f17f220171b463/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4c7f3d489b6ac99ac695c0f61464dfeb83923ad7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15392, "bytes_utf8": 15392, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17074, "cached_input_tokens": 15744, "output_tokens": 240, "reasoning_output_tokens": 119}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..21f75f043d527dd0c622dff9b549968e9fa31874
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_a748d5dfcdf57a11",
+    "api_calls": 0,
+    "input_tokens": 17074,
+    "cached_input_tokens": 15744,
+    "output_tokens": 240,
+    "total_tokens": 17314,
+    "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": 9231.2,
+    "sql_execution_elapsed_ms_total": 3.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/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_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d8ca257752ae5864ddf2837da5678ed4f658714
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:44:01.626712+00:00",
+  "ended_at": "2026-05-19T15:44:10.857958+00:00",
+  "elapsed_ms": 9231.2,
+  "prompt_metrics": {
+    "chars": 15392,
+    "bytes_utf8": 15392,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 733,
+    "bytes_utf8": 733,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 363,
+      "bytes_utf8": 363,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17074,
+      "cached_input_tokens": 15744,
+      "output_tokens": 240,
+      "reasoning_output_tokens": 119
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4084c28ff7d6ba95e8ad922229ce9f845bff39c9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_pairwise_sparse_slice_v2",
+    "template_name": "Pairwise Sparse Slice Count",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bkon8, group_col_2=bxqsq.",
+  "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "bxqsq",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    {group_col_2},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..def2d7c23500519a29e98505096dee2e3e94b684
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e8-8968-7682-9e0a-ffde3920be3e"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n  \\\"bkon8\\\",\\n  \\\"bxqsq\\\",\\n  COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"bxqsq\\\"\\nORDER BY support ASC, \\\"bkon8\\\", \\\"bxqsq\\\"\\nLIMIT 12;\",\"notes\":\"Uses the shortlisted Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"bkon8\\\", group_col_2=\\\"bxqsq\\\", and top_k=12.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17074,"cached_input_tokens":15744,"output_tokens":240,"reasoning_output_tokens":119}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6a032371ef60d0b891392e209effd3ca23600100
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n  \"bkon8\",\n  \"bxqsq\",\n  COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"bkon8\", \"bxqsq\"\nORDER BY support ASC, \"bkon8\", \"bxqsq\"\nLIMIT 12;","notes":"Uses the shortlisted Pairwise Sparse Slice Count template with fixed bindings group_col=\"bkon8\", group_col_2=\"bxqsq\", and top_k=12."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a748d5dfcdf57a11/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a9e7d72c4ee19b0b54175d08e1b4dd04d6eaccf8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 419, "reasoning_output_tokens": 299}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6fbf665dd716da15536413747ad6fc4a4bd0b35
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_a7900e4bf1dc411f",
+    "api_calls": 0,
+    "input_tokens": 17096,
+    "cached_input_tokens": 15744,
+    "output_tokens": 419,
+    "total_tokens": 17515,
+    "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": 13173.74,
+    "sql_execution_elapsed_ms_total": 4.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/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_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5987f0d83400d8da4572e10dfa51dccbb4f8d53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:50:52.437646+00:00",
+  "ended_at": "2026-05-19T15:51:05.611418+00:00",
+  "elapsed_ms": 13173.74,
+  "prompt_metrics": {
+    "chars": 15514,
+    "bytes_utf8": 15514,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 727,
+    "bytes_utf8": 727,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 372,
+      "bytes_utf8": 372,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17096,
+      "cached_input_tokens": 15744,
+      "output_tokens": 419,
+      "reasoning_output_tokens": 299
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..055e8fa150251b8b6de61125026a1398dc8d053f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkovl, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wkovl",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb965d53dc935d7e3154a1da5ebe6922ad4a2eaf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-ce3b-7872-aca8-59f1ee3fcdd6"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkovl\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkovl\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Computes the rate of rows with class='nowin' for each (bkon8, wkovl) combination using the requested two-axis target-rate template.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17096,"cached_input_tokens":15744,"output_tokens":419,"reasoning_output_tokens":299}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6798348d47abf1dfe2d291152e32fab0acaeb87b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkovl\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkovl\"\nORDER BY target_rate DESC;","notes":"Computes the rate of rows with class='nowin' for each (bkon8, wkovl) combination using the requested two-axis target-rate template."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_a7900e4bf1dc411f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..61528555790d3138cb74ffc0b3cf19db8249bd36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15548, "bytes_utf8": 15548, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17076, "cached_input_tokens": 15744, "output_tokens": 274, "reasoning_output_tokens": 170}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..6924508d563a60d2a15513f0cd6562cfc15e39c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_aab0f12ce0ca991e",
+    "api_calls": 0,
+    "input_tokens": 17076,
+    "cached_input_tokens": 15744,
+    "output_tokens": 274,
+    "total_tokens": 17350,
+    "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": 7925.42,
+    "sql_execution_elapsed_ms_total": 1.55,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/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_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f946b4fecf6caaf5e249060552945fd20f51af66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:58:23.460116+00:00",
+  "ended_at": "2026-05-19T15:58:31.385561+00:00",
+  "elapsed_ms": 7925.42,
+  "prompt_metrics": {
+    "chars": 15548,
+    "bytes_utf8": 15548,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 702,
+    "bytes_utf8": 702,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 346,
+      "bytes_utf8": 346,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17076,
+      "cached_input_tokens": 15744,
+      "output_tokens": 274,
+      "reasoning_output_tokens": 170
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11cc038dbeba92683f45d3f215c600009671d579
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=stlmt.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "stlmt",
+    "predicate_col": "stlmt",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "stlmt",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9367b22c585d5035d8fe6a03934f224e52a7b8d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-afe5-7310-99cb-f624e0635abc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"stlmt\\\", COUNT(DISTINCT \\\"stlmt\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"stlmt\\\" = 't'\\nGROUP BY \\\"stlmt\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template exactly with group_col, entity_col, and predicate_col all bound to \\\"stlmt\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17076,"cached_input_tokens":15744,"output_tokens":274,"reasoning_output_tokens":170}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f0a2e273c3458f3119791153b5b0b47a24b03c72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"stlmt\", COUNT(DISTINCT \"stlmt\") AS distinct_entities\nFROM \"c4\"\nWHERE \"stlmt\" = 't'\nGROUP BY \"stlmt\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the planned template exactly with group_col, entity_col, and predicate_col all bound to \"stlmt\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aab0f12ce0ca991e/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4cb14e5c864d95564c247fe8ee55629f8cb6ddec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17001, "cached_input_tokens": 12032, "output_tokens": 318, "reasoning_output_tokens": 215}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..746a0d1d598a167ddb71dcfb21d3b7adb2a1e768
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_ad32be6cb2f1c3c0",
+    "api_calls": 0,
+    "input_tokens": 17001,
+    "cached_input_tokens": 12032,
+    "output_tokens": 318,
+    "total_tokens": 17319,
+    "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": 14157.81,
+    "sql_execution_elapsed_ms_total": 2.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/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_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fb1abb810847f6fb9dd9a845f2b03137581b0b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:39:44.848273+00:00",
+  "ended_at": "2026-05-19T15:39:59.006117+00:00",
+  "elapsed_ms": 14157.81,
+  "prompt_metrics": {
+    "chars": 15218,
+    "bytes_utf8": 15218,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1048,
+    "bytes_utf8": 1048,
+    "lines": 5,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 350,
+      "bytes_utf8": 350,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17001,
+      "cached_input_tokens": 12032,
+      "output_tokens": 318,
+      "reasoning_output_tokens": 215
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b7dc7b7210c4ff9bc483ed940e8d2240dbf6152
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=skach.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "skach",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7dae70901eb4be594589ec8cc221e0362337f36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,5 @@
+{"type":"thread.started","thread_id":"019e40e4-9e66-7003-b22d-955bfa25599a"}
+{"type":"turn.started"}
+{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: Rate limit reached for gpt-5.4 in organization org-yXK0mBGOR7eXhtGEx8v7e3bf on tokens per min (TPM): Limit 2000000, Used 1988062, Requested 17636. Please try again in 170ms. Visit https://platform.openai.com/account/rate-limits to learn more.)"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"skach\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skach\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skach\\\"\\nLIMIT 11;\",\"notes\":\"Uses the requested Low-Support Group Count template with group_col=\\\"skach\\\" on the single table \\\"c4\\\", returning the 11 lowest-support groups.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17001,"cached_input_tokens":12032,"output_tokens":318,"reasoning_output_tokens":215}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b884d27e3fd7aeeac81c482858ad70c6429a77de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"skach\",\n    COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"skach\"\nORDER BY \"support\" ASC, \"skach\"\nLIMIT 11;","notes":"Uses the requested Low-Support Group Count template with group_col=\"skach\" on the single table \"c4\", returning the 11 lowest-support groups."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad32be6cb2f1c3c0/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb420d5df1c4a8f37f6ed0c90fc008ac76713d2a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15341, "bytes_utf8": 15341, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17020, "cached_input_tokens": 15744, "output_tokens": 385, "reasoning_output_tokens": 258}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..21af3e23ada5b12a0f0f67e0755a389429629c8c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_ad83621f6f254f34",
+    "api_calls": 0,
+    "input_tokens": 17020,
+    "cached_input_tokens": 15744,
+    "output_tokens": 385,
+    "total_tokens": 17405,
+    "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": 21468.21,
+    "sql_execution_elapsed_ms_total": 1.24,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/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_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3f32461661e6195099be0e226925c343aafdb7d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:29:50.845056+00:00",
+  "ended_at": "2026-05-19T15:30:12.313291+00:00",
+  "elapsed_ms": 21468.21,
+  "prompt_metrics": {
+    "chars": 15341,
+    "bytes_utf8": 15341,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 2151,
+    "bytes_utf8": 2151,
+    "lines": 8,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 456,
+      "bytes_utf8": 456,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17020,
+      "cached_input_tokens": 15744,
+      "output_tokens": 385,
+      "reasoning_output_tokens": 258
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..925f877da37dbb166d62af1e23a6d5d595bb951e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_group_distinct_topk",
+    "template_name": "Top-k Groups by Distinct Entity Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bkxcr.",
+  "planned_template_id": "tpl_clickbench_group_distinct_topk",
+  "bindings": {
+    "group_col": "bkxcr",
+    "entity_col": "bkxcr",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b048a737ddc8f9e7b06a5d2632f20bf389317b56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"bkxcr\", COUNT(DISTINCT \"bkxcr\") AS \"distinct_entities\"\nFROM \"c4\"\nGROUP BY \"bkxcr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;","notes":"Used the provided template and bindings exactly with group_col=\"bkxcr\", entity_col=\"bkxcr\", and top_k=11. Because the grouping and distinct-count columns are the same, each non-NULL group will typically have a distinct count of 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ad83621f6f254f34/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..171eaebb687e2bfcb69b58f2d63a5496c1f9d6c5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 16028, "bytes_utf8": 16028, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17202, "cached_input_tokens": 12032, "output_tokens": 478, "reasoning_output_tokens": 279}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ccf37cfaf0f17098b19f140e59386c0752fe9dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_ada950bb2b600e80",
+    "api_calls": 0,
+    "input_tokens": 17202,
+    "cached_input_tokens": 12032,
+    "output_tokens": 478,
+    "total_tokens": 17680,
+    "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": 11179.05,
+    "sql_execution_elapsed_ms_total": 2.22,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/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_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..e731c4e8916c060cf565ace8b407eaef4cb6ff7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:36:02.824598+00:00",
+  "ended_at": "2026-05-19T15:36:14.003679+00:00",
+  "elapsed_ms": 11179.05,
+  "prompt_metrics": {
+    "chars": 16028,
+    "bytes_utf8": 16028,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 1117,
+    "bytes_utf8": 1117,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 752,
+      "bytes_utf8": 752,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17202,
+      "cached_input_tokens": 12032,
+      "output_tokens": 478,
+      "reasoning_output_tokens": 279
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8b907b3f1ac450f272ddeaf3c37d72c789d78156
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=bkblk, condition_col=bkblk.",
+  "planned_template_id": "tpl_m4_group_ratio_two_conditions",
+  "bindings": {
+    "group_col": "bkblk",
+    "condition_col": "bkblk",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col},\n           SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n    FROM {table}\n    GROUP BY {group_col}\n)\nSELECT {group_col},\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cff617941fc009113d8dac2ee083f8ede9ae4da5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e1-3b1e-76f0-a15a-4e17c71bce1c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"bkblk\\\",\\n           SUM(CASE WHEN \\\"bkblk\\\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"bkblk\\\" = 't' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"c4\\\"\\n    GROUP BY \\\"bkblk\\\"\\n)\\nSELECT \\\"bkblk\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with both group_col and condition_col bound to \\\"bkblk\\\", using positive_value='f' and negative_value='t'. Because the grouping column and condition column are the same, one group will have a zero denominator and yield NULL via NULLIF.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17202,"cached_input_tokens":12032,"output_tokens":478,"reasoning_output_tokens":279}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..78a782036c71d852b6a1538717bcd64d76a05e60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"bkblk\",\n           SUM(CASE WHEN \"bkblk\" = 'f' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"bkblk\" = 't' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"c4\"\n    GROUP BY \"bkblk\"\n)\nSELECT \"bkblk\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with both group_col and condition_col bound to \"bkblk\", using positive_value='f' and negative_value='t'. Because the grouping column and condition column are the same, one group will have a zero denominator and yield NULL via NULLIF."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ada950bb2b600e80/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bb0cbb284d3bca27a99b0e9ee6189e3e2d84cf79
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17057, "cached_input_tokens": 15744, "output_tokens": 325, "reasoning_output_tokens": 179}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e2ee886fe97603f058fcb9630740ab10334fd2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_aee3b237edba2f63",
+    "api_calls": 0,
+    "input_tokens": 17057,
+    "cached_input_tokens": 15744,
+    "output_tokens": 325,
+    "total_tokens": 17382,
+    "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": 8291.78,
+    "sql_execution_elapsed_ms_total": 2.06,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/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_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..334ea40b22835dba641de2806e18e35504acb78f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:35:32.732999+00:00",
+  "ended_at": "2026-05-19T15:35:41.024808+00:00",
+  "elapsed_ms": 8291.78,
+  "prompt_metrics": {
+    "chars": 15473,
+    "bytes_utf8": 15473,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 853,
+    "bytes_utf8": 853,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 486,
+      "bytes_utf8": 486,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17057,
+      "cached_input_tokens": 15744,
+      "output_tokens": 325,
+      "reasoning_output_tokens": 179
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a35aa10b8a6c97a9f9841e9b1f887fd361d56e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=wknck, condition_col=wknck.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "wknck",
+    "condition_col": "wknck",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..84db23602ec4c49e3db271c7eaa36ec40fe9f707
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-c583-7dc1-ba93-4202de52544c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"wknck\\\",\\n       AVG(CASE WHEN \\\"wknck\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wknck\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"wknck\\\" and condition_col=\\\"wknck\\\" using condition_value='f'. Because the grouping and condition columns are the same, each group's rate will be 1.0 for \\\"wknck\\\"='f' and 0.0 otherwise.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17057,"cached_input_tokens":15744,"output_tokens":325,"reasoning_output_tokens":179}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f945bd2582c10b962b7b2c8521fffc47e64c9fdb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"wknck\",\n       AVG(CASE WHEN \"wknck\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"wknck\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"wknck\" and condition_col=\"wknck\" using condition_value='f'. Because the grouping and condition columns are the same, each group's rate will be 1.0 for \"wknck\"='f' and 0.0 otherwise."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_aee3b237edba2f63/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..01300c50c4fc24444a1bb0a5c9106b1387c3b8d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15566, "bytes_utf8": 15566, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 237, "reasoning_output_tokens": 97}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..23c56597ea94227f9450db8936cc1d11f8d889ee
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_b10fbd07c07476b3",
+    "api_calls": 0,
+    "input_tokens": 17107,
+    "cached_input_tokens": 15744,
+    "output_tokens": 237,
+    "total_tokens": 17344,
+    "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": 6862.54,
+    "sql_execution_elapsed_ms_total": 1.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/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_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd2e737817076e214589348d9bf760c2a0e80623
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:46:11.578662+00:00",
+  "ended_at": "2026-05-19T15:46:18.441231+00:00",
+  "elapsed_ms": 6862.54,
+  "prompt_metrics": {
+    "chars": 15566,
+    "bytes_utf8": 15566,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 802,
+    "bytes_utf8": 802,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 444,
+      "bytes_utf8": 444,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17107,
+      "cached_input_tokens": 15744,
+      "output_tokens": 237,
+      "reasoning_output_tokens": 97
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0f1e69c595dd4c395f30b382cce94f195aca5b7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=hdchk, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "hdchk",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fabc5c2e7aa209549b711740c191380a6f052efc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ea-84fd-7193-918a-92ca2cebc8cc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"hdchk\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"hdchk\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the fixed Tail Target-Rate Extremes template with group_col=\\\"hdchk\\\", target_col=\\\"class\\\", target_value='nowin', min_support=4, and top_k=17.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":237,"reasoning_output_tokens":97}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83d83faa39edfb1ac49d5f9549ea1c01874b1f39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"hdchk\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"hdchk\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Uses the fixed Tail Target-Rate Extremes template with group_col=\"hdchk\", target_col=\"class\", target_value='nowin', min_support=4, and top_k=17."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_b10fbd07c07476b3/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3c9c9913fb5c7c3cc0cae04c5ac40440a08777f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17077, "cached_input_tokens": 15744, "output_tokens": 645, "reasoning_output_tokens": 498}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..22e9b1244a1cd772d9531b2b2a2ab9f2751283fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_bf4cea999261d2dc",
+    "api_calls": 0,
+    "input_tokens": 17077,
+    "cached_input_tokens": 15744,
+    "output_tokens": 645,
+    "total_tokens": 17722,
+    "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": 14472.83,
+    "sql_execution_elapsed_ms_total": 1.11,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/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_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bbd1f4e75bc6b14e6d3aab5c17fd3988abd9e905
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:21.748929+00:00",
+  "ended_at": "2026-05-19T15:57:36.221784+00:00",
+  "elapsed_ms": 14472.83,
+  "prompt_metrics": {
+    "chars": 15551,
+    "bytes_utf8": 15551,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 881,
+    "bytes_utf8": 881,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 509,
+      "bytes_utf8": 509,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17077,
+      "cached_input_tokens": 15744,
+      "output_tokens": 645,
+      "reasoning_output_tokens": 498
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec75fdab13d9d248112013ec1e3841c4d310d0b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=skewr.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "skewr",
+    "predicate_col": "skewr",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "skewr",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d7aafb03b6e3aec697e6b106c8fce849efd5215
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-bee4-7973-92ae-15d21aba147a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skewr\\\", COUNT(DISTINCT \\\"skewr\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"skewr\\\" = 't'\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"skewr\\\", entity_col=\\\"skewr\\\", predicate_col=\\\"skewr\\\", predicate_value='t', top_k=11. Because the group and distinct entity columns are the same, the distinct count per group will be at most 1.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17077,"cached_input_tokens":15744,"output_tokens":645,"reasoning_output_tokens":498}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a97f9426fd31c16dfdbb1bfa525f652fa4155179
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"skewr\", COUNT(DISTINCT \"skewr\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"skewr\" = 't'\nGROUP BY \"skewr\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 11;","notes":"Used the provided template and fixed bindings exactly: group_col=\"skewr\", entity_col=\"skewr\", predicate_col=\"skewr\", predicate_value='t', top_k=11. Because the group and distinct entity columns are the same, the distinct count per group will be at most 1."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_bf4cea999261d2dc/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ef115a35bb7538623146bf1764f23dfa79d4f63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17107, "cached_input_tokens": 15744, "output_tokens": 373, "reasoning_output_tokens": 234}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..18c6aa5cb490f3ddca44f5ca4a5084f2cba76df1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_c2210231c538c3b6",
+    "api_calls": 0,
+    "input_tokens": 17107,
+    "cached_input_tokens": 15744,
+    "output_tokens": 373,
+    "total_tokens": 17480,
+    "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": 9491.01,
+    "sql_execution_elapsed_ms_total": 1.57,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/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_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..511e1709f881281127da637fd70fe51625128b94
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:46:45.453440+00:00",
+  "ended_at": "2026-05-19T15:46:54.944497+00:00",
+  "elapsed_ms": 9491.01,
+  "prompt_metrics": {
+    "chars": 15562,
+    "bytes_utf8": 15562,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 797,
+    "bytes_utf8": 797,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 438,
+      "bytes_utf8": 438,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17107,
+      "cached_input_tokens": 15744,
+      "output_tokens": 373,
+      "reasoning_output_tokens": 234
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aa4061ada9413e1270c302c71c48ded8d93d1ae0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=mulch, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "mulch",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82fd8277450d902743ec9e81cd197ed631df0c97
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40eb-09c9-7a92-b72b-b2587d8e0405"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"mulch\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"mulch\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Uses the Tail Target-Rate Extremes template with group_col=\\\"mulch\\\", target_col=\\\"class\\\", target_value='nowin', min_support=5, and top_k=14.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17107,"cached_input_tokens":15744,"output_tokens":373,"reasoning_output_tokens":234}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5526875a85fac32ddbac6b3533e170fd6e0d40a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"mulch\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"mulch\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Uses the Tail Target-Rate Extremes template with group_col=\"mulch\", target_col=\"class\", target_value='nowin', min_support=5, and top_k=14."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c2210231c538c3b6/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfb046a47d5b2fe2755239536484cef985dfe03d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:12.716879+00:00",
+  "ended_at": "2026-05-19T15:57:16.078829+00:00",
+  "elapsed_ms": 3361.91,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15548,
+    "bytes_utf8": 15548,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9d117516037fafcd8b489c42e8bb956eda19dc8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:17.082205+00:00",
+  "ended_at": "2026-05-19T15:57:21.746096+00:00",
+  "elapsed_ms": 4663.84,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15548,
+    "bytes_utf8": 15548,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b77ef257d665f5fa89817f62918f50439c83e8c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skach.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "skach",
+    "predicate_col": "skach",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "skach",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b77ef257d665f5fa89817f62918f50439c83e8c2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skach.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "skach",
+    "predicate_col": "skach",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "skach",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fee8ee68f0e1f89440aa3839e119b396ff575b76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-9bae-7102-9258-2ad2381bd4cf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20f5ec29f162c33d058894e79908ac7911843907
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-9bae-7102-9258-2ad2381bd4cf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..059cebc134852f6c84d6da99aacb7173cfd86903
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-aca8-7c70-b76f-3df9ab93c9e6"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22c66b64e305a8ca6cf3b93565f6830c7335ab28
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f4-aca8-7c70-b76f-3df9ab93c9e6"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_c613fdfac0945ac8/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..80de446deb748b9347feee80a816bf78cf323c85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15326, "bytes_utf8": 15326, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17035, "cached_input_tokens": 12032, "output_tokens": 324, "reasoning_output_tokens": 212}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fc40e47b22f9ad70c1ec29a286460f289f6bfe8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_ce0aa8fec349fbb7",
+    "api_calls": 0,
+    "input_tokens": 17035,
+    "cached_input_tokens": 12032,
+    "output_tokens": 324,
+    "total_tokens": 17359,
+    "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": 8999.5,
+    "sql_execution_elapsed_ms_total": 2.19,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/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_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe654e2780501cf34e0ab0cfcb716b49f857f7e9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:34.641342+00:00",
+  "ended_at": "2026-05-19T15:55:43.640874+00:00",
+  "elapsed_ms": 8999.5,
+  "prompt_metrics": {
+    "chars": 15326,
+    "bytes_utf8": 15326,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 748,
+    "bytes_utf8": 748,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 381,
+      "bytes_utf8": 381,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17035,
+      "cached_input_tokens": 12032,
+      "output_tokens": 324,
+      "reasoning_output_tokens": 212
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2e729c01dd59d82c731d3558aca840628459366
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_two_dimensional_topk_count",
+    "template_name": "Two-Dimensional Top-k Count",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=rimmx.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "bkona",
+    "group_col_2": "rimmx",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f3d893bc370e4f58d813276915e896a4f3969cd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f3-1c87-70c1-aca7-f207f2be64fc"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"rimmx\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"rimmx\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 11;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"bkona\\\", group_col_2=\\\"rimmx\\\", and top_k=11 to return the most frequent subgroup combinations.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17035,"cached_input_tokens":12032,"output_tokens":324,"reasoning_output_tokens":212}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2354daf58ac428ec952aba7625542ce112f821af
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"bkona\", \"rimmx\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"rimmx\"\nORDER BY \"support\" DESC\nLIMIT 11;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"bkona\", group_col_2=\"rimmx\", and top_k=11 to return the most frequent subgroup combinations."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ce0aa8fec349fbb7/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dcf2b01c96dc6da707f508a21c1f7de668e7dd36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15528, "bytes_utf8": 15528, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17087, "cached_input_tokens": 15744, "output_tokens": 288, "reasoning_output_tokens": 176}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ed0f3c78f0dca81e072745ad29f866dd49242418
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d0f35825fcb27fc0",
+    "api_calls": 0,
+    "input_tokens": 17087,
+    "cached_input_tokens": 15744,
+    "output_tokens": 288,
+    "total_tokens": 17375,
+    "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": 7647.67,
+    "sql_execution_elapsed_ms_total": 2.15,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/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_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..d7d712924caab85dfeb0c2e594e2c80bdcc762f5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:37:56.592062+00:00",
+  "ended_at": "2026-05-19T15:38:04.239778+00:00",
+  "elapsed_ms": 7647.67,
+  "prompt_metrics": {
+    "chars": 15528,
+    "bytes_utf8": 15528,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 718,
+    "bytes_utf8": 718,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 351,
+      "bytes_utf8": 351,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17087,
+      "cached_input_tokens": 15744,
+      "output_tokens": 288,
+      "reasoning_output_tokens": 176
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ee76cab57805466a82188ed9556478786111c26
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=mulch.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "bknwy",
+    "group_col_2": "mulch",
+    "predicate_col": "dwipd",
+    "predicate_op": "=",
+    "predicate_value": "g",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9b7fffa952bbb491d9d60e66714a8c032ce128e2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-f771-7cb2-9ac4-3095eb019ada"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"mulch\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"dwipd\\\" = 'g'\\nGROUP BY \\\"bknwy\\\", \\\"mulch\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the filtered two-dimensional group count template with group columns \\\"bknwy\\\" and \\\"mulch\\\", filtering rows where \\\"dwipd\\\" = 'g'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17087,"cached_input_tokens":15744,"output_tokens":288,"reasoning_output_tokens":176}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..147364c00ed27a496b92c73c5e84c9912a4da464
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"mulch\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"dwipd\" = 'g'\nGROUP BY \"bknwy\", \"mulch\"\nORDER BY row_count DESC;","notes":"Applied the filtered two-dimensional group count template with group columns \"bknwy\" and \"mulch\", filtering rows where \"dwipd\" = 'g'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d0f35825fcb27fc0/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2f70320059a8eb41f557f6cb337de85b9554ffcb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15528, "bytes_utf8": 15528, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 354, "bytes_utf8": 354, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17086, "cached_input_tokens": 12032, "output_tokens": 352, "reasoning_output_tokens": 237}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5251caa6a0fcecc920a966d1156579a519febce4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d29b58b7d811745d",
+    "api_calls": 0,
+    "input_tokens": 17086,
+    "cached_input_tokens": 12032,
+    "output_tokens": 352,
+    "total_tokens": 17438,
+    "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": 13115.22,
+    "sql_execution_elapsed_ms_total": 1.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/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_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a52bcdfdbc53cfe7efd9675f1c3ac9525efdd2c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:38:37.506386+00:00",
+  "ended_at": "2026-05-19T15:38:50.621647+00:00",
+  "elapsed_ms": 13115.22,
+  "prompt_metrics": {
+    "chars": 15528,
+    "bytes_utf8": 15528,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 721,
+    "bytes_utf8": 721,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 354,
+      "bytes_utf8": 354,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17086,
+      "cached_input_tokens": 12032,
+      "output_tokens": 352,
+      "reasoning_output_tokens": 237
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ed392e846d55d3d0d6f85bf46097f58f4eab36b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=reskr.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "bknwy",
+    "group_col_2": "reskr",
+    "predicate_col": "qxmsq",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3bc8ad4b2e18e22ca179abdd5ea27ab46de26786
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-9741-7292-ac1b-23463bb3eeb7"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"reskr\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"qxmsq\\\" = 't'\\nGROUP BY \\\"bknwy\\\", \\\"reskr\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"bknwy\\\", group_col_2=\\\"reskr\\\", and predicate \\\"qxmsq\\\" = 't'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17086,"cached_input_tokens":12032,"output_tokens":352,"reasoning_output_tokens":237}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02eb5d6828ee2ce08d64a77d3e690bbc4b1537e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"reskr\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"qxmsq\" = 't'\nGROUP BY \"bknwy\", \"reskr\"\nORDER BY row_count DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"bknwy\", group_col_2=\"reskr\", and predicate \"qxmsq\" = 't'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d29b58b7d811745d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..71308e3c038fcc8fa3d4fc5a62b854d34be2e2d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/conversation.jsonl
@@ -0,0 +1,4 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "status": "failed", "error": "AI CLI command failed with exit code 1: "}
+{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 15327, "bytes_utf8": 15327, "lines": 540, "estimated_tokens": null}}
+{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17033, "cached_input_tokens": 15744, "output_tokens": 217, "reasoning_output_tokens": 107}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2dafffbaf94d6879b494cdb9143cd0ccbbee1d96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 2,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d5d10fbaafb2f663",
+    "api_calls": 0,
+    "input_tokens": 17033,
+    "cached_input_tokens": 15744,
+    "output_tokens": 217,
+    "total_tokens": 17250,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 10776.81,
+    "sql_execution_elapsed_ms_total": 1.91,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/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_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0435ab08b15f86e85cb2e0283b4444748ee610f9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:22.855680+00:00",
+  "ended_at": "2026-05-19T15:55:26.271158+00:00",
+  "elapsed_ms": 3415.45,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15327,
+    "bytes_utf8": 15327,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..79d4d891a5ede91bd79eb6325ba537a57915a87b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:27.273537+00:00",
+  "ended_at": "2026-05-19T15:55:34.634943+00:00",
+  "elapsed_ms": 7361.36,
+  "prompt_metrics": {
+    "chars": 15327,
+    "bytes_utf8": 15327,
+    "lines": 540,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 729,
+    "bytes_utf8": 729,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 358,
+      "bytes_utf8": 358,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17033,
+      "cached_input_tokens": 15744,
+      "output_tokens": 217,
+      "reasoning_output_tokens": 107
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad765f3c1d732754209416add1a34481e5f0d48c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_two_dimensional_topk_count",
+    "template_name": "Two-Dimensional Top-k Count",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=reskr.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "bkona",
+    "group_col_2": "reskr",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad765f3c1d732754209416add1a34481e5f0d48c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,540 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_two_dimensional_topk_count",
+    "template_name": "Two-Dimensional Top-k Count",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "group_col_2"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkona, group_col_2=reskr.",
+  "planned_template_id": "tpl_clickbench_two_dimensional_topk_count",
+  "bindings": {
+    "group_col": "bkona",
+    "group_col_2": "reskr",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c75f910a914f76f45c2aa8b26703e4e186da4cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-ee6b-7a53-bb1d-042886c069c1"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cb9c0ad2f46cfd4e09ce9d2d19c81250fc962365
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-ee6b-7a53-bb1d-042886c069c1"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96a403b4b54135c744ef073796d9a2dd5c9741c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-ffd5-7413-baa4-9e1561a9a71d"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"bkona\\\", \\\"reskr\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkona\\\", \\\"reskr\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 10;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"bkona\\\", group_col_2=\\\"reskr\\\", and top_k=10 on the single table \\\"c4\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17033,"cached_input_tokens":15744,"output_tokens":217,"reasoning_output_tokens":107}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2af15d5128abf2ac123ba78bbfb1a324affd290c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_response_attempt_2.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"bkona\", \"reskr\", COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"bkona\", \"reskr\"\nORDER BY \"support\" DESC\nLIMIT 10;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"bkona\", group_col_2=\"reskr\", and top_k=10 on the single table \"c4\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d5d10fbaafb2f663/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..365a458a512d911c6f2c365c9d4eb0320f1d0c0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 302, "bytes_utf8": 302, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17004, "cached_input_tokens": 15744, "output_tokens": 225, "reasoning_output_tokens": 132}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..79d1770231c9bed64f9cdccd2c5590869d7b5dac
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d7bc6335c5121e7a",
+    "api_calls": 0,
+    "input_tokens": 17004,
+    "cached_input_tokens": 15744,
+    "output_tokens": 225,
+    "total_tokens": 17229,
+    "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": 10478.68,
+    "sql_execution_elapsed_ms_total": 1.87,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/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_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb34caa06357df61823adfb7b5bfe38f70db2654
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:40:47.686029+00:00",
+  "ended_at": "2026-05-19T15:40:58.164755+00:00",
+  "elapsed_ms": 10478.68,
+  "prompt_metrics": {
+    "chars": 15218,
+    "bytes_utf8": 15218,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 655,
+    "bytes_utf8": 655,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 302,
+      "bytes_utf8": 302,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17004,
+      "cached_input_tokens": 15744,
+      "output_tokens": 225,
+      "reasoning_output_tokens": 132
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..acada332e29f04702af48be6d6f80a108a18d8d1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=spcop.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "spcop",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..462bfa54e30d367a6113a50dde8daf0bac44ce33
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-93b4-7643-a17a-8bf55c068853"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"spcop\\\",\\n    COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY support ASC, \\\"spcop\\\"\\nLIMIT 14;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"spcop\\\" and top_k set to 14.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17004,"cached_input_tokens":15744,"output_tokens":225,"reasoning_output_tokens":132}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8e11e18616f4f1006827b2ff2bd7fb823d96be39
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"spcop\",\n    COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"spcop\"\nORDER BY support ASC, \"spcop\"\nLIMIT 14;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"spcop\" and top_k set to 14."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7bc6335c5121e7a/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e424f4aa017e0c49bfb41fab6ce6e411545b8173
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 351, "reasoning_output_tokens": 216}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ccf1956c3a3f25ccd9272a02d2ae1e5288eb119
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d7dbdf66facb4888",
+    "api_calls": 0,
+    "input_tokens": 17096,
+    "cached_input_tokens": 15744,
+    "output_tokens": 351,
+    "total_tokens": 17447,
+    "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": 9741.33,
+    "sql_execution_elapsed_ms_total": 3.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/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_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..f60d52c60f575b58f3d279cde085e84bea51b7e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:49:45.206354+00:00",
+  "ended_at": "2026-05-19T15:49:54.947710+00:00",
+  "elapsed_ms": 9741.33,
+  "prompt_metrics": {
+    "chars": 15523,
+    "bytes_utf8": 15523,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 802,
+    "bytes_utf8": 802,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 427,
+      "bytes_utf8": 427,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17096,
+      "cached_input_tokens": 15744,
+      "output_tokens": 351,
+      "reasoning_output_tokens": 216
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..409b5a02d5f011deb4b529576a387cd03c5f1207
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wkcti, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wkcti",
+    "target_col": "class",
+    "target_value": "won",
+    "top_k": 18,
+    "top_n": 6,
+    "num_tiles": 10,
+    "percentile_value": 0.9,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.05,
+    "baseline_multiplier": 1.75,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 4,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a3e3d8265b10b97414bffcab32990b86b3ed870d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-c772-70b0-b7d4-751ef6bda0db"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wkcti\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wkcti\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"wkcti\\\", and target_col=\\\"class\\\", measuring the rate of rows where class = 'won'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17096,"cached_input_tokens":15744,"output_tokens":351,"reasoning_output_tokens":216}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3256bba0cae2e330eb330b9d64126d4a96cd2a67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wkcti\",\n       AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wkcti\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"wkcti\", and target_col=\"class\", measuring the rate of rows where class = 'won'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d7dbdf66facb4888/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8ad09b5373f70a210623e39d91164b290d620845
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17086, "cached_input_tokens": 12032, "output_tokens": 501, "reasoning_output_tokens": 376}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..baac3c22d13ec897944c3ea24047307cbe8fe508
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d849a522a938397d",
+    "api_calls": 0,
+    "input_tokens": 17086,
+    "cached_input_tokens": 12032,
+    "output_tokens": 501,
+    "total_tokens": 17587,
+    "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": 11322.8,
+    "sql_execution_elapsed_ms_total": 4.43,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/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_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f4f61f15ba915d5a4837c01a4933eafe9c35711
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:37:45.256123+00:00",
+  "ended_at": "2026-05-19T15:37:56.578962+00:00",
+  "elapsed_ms": 11322.8,
+  "prompt_metrics": {
+    "chars": 15529,
+    "bytes_utf8": 15529,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 775,
+    "bytes_utf8": 775,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 407,
+      "bytes_utf8": 407,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17086,
+      "cached_input_tokens": 12032,
+      "output_tokens": 501,
+      "reasoning_output_tokens": 376
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b3718be653819407c06d4d79e9d54dfb8e3a453
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=katri.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "bknwy",
+    "group_col_2": "katri",
+    "predicate_col": "dsopp",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "top_k": 13,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {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_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e9a354b3e7a9444210fc85917ccf188ad84d9d6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e2-cb3a-70f3-9847-c27eda46aa0c"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"bknwy\\\", \\\"katri\\\", COUNT(*) AS row_count\\nFROM \\\"c4\\\"\\nWHERE \\\"dsopp\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"katri\\\"\\nORDER BY row_count DESC\\nLIMIT 13;\",\"notes\":\"Applies the filtered two-dimensional group count template with group columns \\\"bknwy\\\" and \\\"katri\\\", filtered to rows where \\\"dsopp\\\" = 'f', and returns the 13 largest groups by count.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17086,"cached_input_tokens":12032,"output_tokens":501,"reasoning_output_tokens":376}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..54b7abf8ecc89e7e0ae78c84641290de11932445
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"bknwy\", \"katri\", COUNT(*) AS row_count\nFROM \"c4\"\nWHERE \"dsopp\" = 'f'\nGROUP BY \"bknwy\", \"katri\"\nORDER BY row_count DESC\nLIMIT 13;","notes":"Applies the filtered two-dimensional group count template with group columns \"bknwy\" and \"katri\", filtered to rows where \"dsopp\" = 'f', and returns the 13 largest groups by count."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d849a522a938397d/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e4e8e6a7eb01c88146390e9a40b99e478bc48443
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15527, "bytes_utf8": 15527, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 653, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3d7025387e2ef124c1fc1af978d1b2e59f49d692
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_d9cdcf15a6de4e91",
+    "api_calls": 0,
+    "input_tokens": 17096,
+    "cached_input_tokens": 15744,
+    "output_tokens": 653,
+    "total_tokens": 17749,
+    "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": 13687.62,
+    "sql_execution_elapsed_ms_total": 2.82,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/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_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2034473c4564745f4d0327cc0222cb967103297d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:50:17.841143+00:00",
+  "ended_at": "2026-05-19T15:50:31.528793+00:00",
+  "elapsed_ms": 13687.62,
+  "prompt_metrics": {
+    "chars": 15527,
+    "bytes_utf8": 15527,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 796,
+    "bytes_utf8": 796,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 432,
+      "bytes_utf8": 432,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17096,
+      "cached_input_tokens": 15744,
+      "output_tokens": 653,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..918f23989236e73b8e678dcc0eba57ff18a95db1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bkon8, group_col_2=wknck, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wknck",
+    "target_col": "class",
+    "target_value": "won",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1273d3a2a605b7ff0d8a67b38672973cc8116019
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ee-4702-7ec3-b252-c7948b3da7dd"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wknck\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wknck\\\"\\nORDER BY \\\"target_rate\\\" DESC\\nLIMIT 10;\",\"notes\":\"Computes the proportion of rows with class='won' for each (bkon8, wknck) combination, sorted from highest to lowest target rate, with a top-10 cap using the provided bindings.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17096,"cached_input_tokens":15744,"output_tokens":653,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..613d65caf20cf3f24f2b740a1bd7e0bbf3ca44cb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wknck\",\n       AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wknck\"\nORDER BY \"target_rate\" DESC\nLIMIT 10;","notes":"Computes the proportion of rows with class='won' for each (bkon8, wknck) combination, sorted from highest to lowest target rate, with a top-10 cap using the provided bindings."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_d9cdcf15a6de4e91/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..103005556b99ffcb9bf786d434b51f1e46908da9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15459, "bytes_utf8": 15459, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17054, "cached_input_tokens": 12032, "output_tokens": 443, "reasoning_output_tokens": 313}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e223151e95efa6b93ed381d5b40949db55f56032
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_db75380d5d964530",
+    "api_calls": 0,
+    "input_tokens": 17054,
+    "cached_input_tokens": 12032,
+    "output_tokens": 443,
+    "total_tokens": 17497,
+    "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": 10776.24,
+    "sql_execution_elapsed_ms_total": 1.21,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/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_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff1a31ec8e2dbe97acf89f40a85791aa5292ad1e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:33:44.102234+00:00",
+  "ended_at": "2026-05-19T15:33:54.878504+00:00",
+  "elapsed_ms": 10776.24,
+  "prompt_metrics": {
+    "chars": 15459,
+    "bytes_utf8": 15459,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 829,
+    "bytes_utf8": 829,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 462,
+      "bytes_utf8": 462,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17054,
+      "cached_input_tokens": 12032,
+      "output_tokens": 443,
+      "reasoning_output_tokens": 313
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..458a19f316c00f983c7b4cb1e4ef613fb11d100a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=spcop, condition_col=spcop.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "spcop",
+    "condition_col": "spcop",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9842a3afe79e3fb901b1106f5d9d41029bddcd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40df-1d44-7142-a778-4217f5b84272"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"spcop\\\",\\n       AVG(CASE WHEN \\\"spcop\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"spcop\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"spcop\\\" and condition_col=\\\"spcop\\\". Because the grouping and condition columns are the same, the rate shows the within-group share of rows where \\\"spcop\\\" = 'f'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17054,"cached_input_tokens":12032,"output_tokens":443,"reasoning_output_tokens":313}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..372466bfc8a11f7617bd0627eb8c1b40b1d63e6e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"spcop\",\n       AVG(CASE WHEN \"spcop\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"spcop\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"spcop\" and condition_col=\"spcop\". Because the grouping and condition columns are the same, the rate shows the within-group share of rows where \"spcop\" = 'f'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_db75380d5d964530/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e1832e9a6f0dd59a729ac536a87b71902e4ccefa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15529, "bytes_utf8": 15529, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17085, "cached_input_tokens": 15744, "output_tokens": 404, "reasoning_output_tokens": 289}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..831eb0c05d2a642d76f2fd42d8c96c953db70d47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_dbe8741cba46223b",
+    "api_calls": 0,
+    "input_tokens": 17085,
+    "cached_input_tokens": 15744,
+    "output_tokens": 404,
+    "total_tokens": 17489,
+    "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": 12306.25,
+    "sql_execution_elapsed_ms_total": 4.04,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/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_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5f03bbff5a382f1d73f99b628e42ea79b1ad7aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:38:25.187624+00:00",
+  "ended_at": "2026-05-19T15:38:37.493919+00:00",
+  "elapsed_ms": 12306.25,
+  "prompt_metrics": {
+    "chars": 15529,
+    "bytes_utf8": 15529,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 732,
+    "bytes_utf8": 732,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 357,
+      "bytes_utf8": 357,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17085,
+      "cached_input_tokens": 15744,
+      "output_tokens": 404,
+      "reasoning_output_tokens": 289
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..102b2cf7bd8e34d9484b7effa3b2e0c021a1bac7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=bknwy, group_col_2=reskd.",
+  "planned_template_id": "tpl_c2_filtered_group_count_2d",
+  "bindings": {
+    "group_col": "bknwy",
+    "group_col_2": "reskd",
+    "predicate_col": "mulch",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dca863174688ed5db0b25986993a2978cdf440fe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e3-6727-7742-9df9-723b853e6b96"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d.\\nSELECT \\\"bknwy\\\", \\\"reskd\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"mulch\\\" = 'f'\\nGROUP BY \\\"bknwy\\\", \\\"reskd\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group columns \\\"bknwy\\\" and \\\"reskd\\\", filtered on \\\"mulch\\\" = 'f'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17085,"cached_input_tokens":15744,"output_tokens":404,"reasoning_output_tokens":289}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..22666ee8b38704d20db073943f24009fa177aa04
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_filtered_group_count_2d.\nSELECT \"bknwy\", \"reskd\", COUNT(*) AS \"row_count\"\nFROM \"c4\"\nWHERE \"mulch\" = 'f'\nGROUP BY \"bknwy\", \"reskd\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided filtered two-dimensional group count template with group columns \"bknwy\" and \"reskd\", filtered on \"mulch\" = 'f'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_dbe8741cba46223b/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..62bba813acfd2a15daff1be0539163a98fe5364f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15551, "bytes_utf8": 15551, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17073, "cached_input_tokens": 15744, "output_tokens": 272, "reasoning_output_tokens": 157}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..df8bf125c7b482a50ca844a04988527dc433dfbe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_e4ab6e290db8beaa",
+    "api_calls": 0,
+    "input_tokens": 17073,
+    "cached_input_tokens": 15744,
+    "output_tokens": 272,
+    "total_tokens": 17345,
+    "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": 7896.56,
+    "sql_execution_elapsed_ms_total": 1.76,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/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_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..79471a1504a1c990352799a98923b47bf06f3833
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:58:31.395578+00:00",
+  "ended_at": "2026-05-19T15:58:39.292174+00:00",
+  "elapsed_ms": 7896.56,
+  "prompt_metrics": {
+    "chars": 15551,
+    "bytes_utf8": 15551,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 767,
+    "bytes_utf8": 767,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 403,
+      "bytes_utf8": 403,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17073,
+      "cached_input_tokens": 15744,
+      "output_tokens": 272,
+      "reasoning_output_tokens": 157
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..79a12bd9b5b2d3d3dcbc98a2cdf6ba7e490956d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=thrsk.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "thrsk",
+    "predicate_col": "thrsk",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "entity_col": "thrsk",
+    "top_k": 10,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2bbabd4cbc366c6db5a7b20029fbda68b1249f56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-cf03-7943-967e-5b2d0e071a84"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"thrsk\\\", COUNT(DISTINCT \\\"thrsk\\\") AS distinct_entities\\nFROM \\\"c4\\\"\\nWHERE \\\"thrsk\\\" = 'f'\\nGROUP BY \\\"thrsk\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with bound roles exactly as provided: group_col=\\\"thrsk\\\", entity_col=\\\"thrsk\\\", predicate_col=\\\"thrsk\\\", predicate_value='f', top_k=10.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17073,"cached_input_tokens":15744,"output_tokens":272,"reasoning_output_tokens":157}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..510f62c618336fda8b5a21bf9be7dddb4a119318
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"thrsk\", COUNT(DISTINCT \"thrsk\") AS distinct_entities\nFROM \"c4\"\nWHERE \"thrsk\" = 'f'\nGROUP BY \"thrsk\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the required template with bound roles exactly as provided: group_col=\"thrsk\", entity_col=\"thrsk\", predicate_col=\"thrsk\", predicate_value='f', top_k=10."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e4ab6e290db8beaa/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..049f4c962c7ed1d8cf86d7851a4d879ef233f22e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15548, "bytes_utf8": 15548, "lines": 544, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17076, "cached_input_tokens": 15744, "output_tokens": 359, "reasoning_output_tokens": 204}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f1bebfb4fe58fb7155c66c2f27da2f69ee225ee7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_e57e6faf902a4dcf",
+    "api_calls": 0,
+    "input_tokens": 17076,
+    "cached_input_tokens": 15744,
+    "output_tokens": 359,
+    "total_tokens": 17435,
+    "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": 8969.0,
+    "sql_execution_elapsed_ms_total": 1.56,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/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_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c13463664a98e5d0c323f75bd9e35fefdf6f890
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:57:51.740223+00:00",
+  "ended_at": "2026-05-19T15:58:00.709256+00:00",
+  "elapsed_ms": 8969.0,
+  "prompt_metrics": {
+    "chars": 15548,
+    "bytes_utf8": 15548,
+    "lines": 544,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 931,
+    "bytes_utf8": 931,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 555,
+      "bytes_utf8": 555,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17076,
+      "cached_input_tokens": 15744,
+      "output_tokens": 359,
+      "reasoning_output_tokens": 204
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..446fb305ea28228a86f0e7425cb2428f832fee87
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,544 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_distinct_topk",
+    "template_name": "Filtered Top-k Distinct Coverage",
+    "primary_family": "subgroup_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "entity_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=skrxp.",
+  "planned_template_id": "tpl_clickbench_filtered_distinct_topk",
+  "bindings": {
+    "group_col": "skrxp",
+    "predicate_col": "skrxp",
+    "predicate_op": "=",
+    "predicate_value": "t",
+    "entity_col": "skrxp",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d914d7c3c848108c2d8812bfc221d215d7451c1c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f5-33ef-7ff0-b929-42b9294f2409"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"skrxp\\\", COUNT(DISTINCT \\\"skrxp\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c4\\\"\\nWHERE \\\"skrxp\\\" = 't'\\nGROUP BY \\\"skrxp\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 12;\",\"notes\":\"Used the required template and provided bindings exactly: group_col=\\\"skrxp\\\", entity_col=\\\"skrxp\\\", predicate_col=\\\"skrxp\\\", predicate_op=\\\"=\\\", predicate_value='t', top_k=12. Because the grouping, distinct entity, and filter columns are all the same field, the result will contain at most one grouped row.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17076,"cached_input_tokens":15744,"output_tokens":359,"reasoning_output_tokens":204}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3564a1db51aedb49137532549db1751d1f25bf43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"skrxp\", COUNT(DISTINCT \"skrxp\") AS \"distinct_entities\"\nFROM \"c4\"\nWHERE \"skrxp\" = 't'\nGROUP BY \"skrxp\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 12;","notes":"Used the required template and provided bindings exactly: group_col=\"skrxp\", entity_col=\"skrxp\", predicate_col=\"skrxp\", predicate_op=\"=\", predicate_value='t', top_k=12. Because the grouping, distinct entity, and filter columns are all the same field, the result will contain at most one grouped row."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e57e6faf902a4dcf/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..63cb52da79eaeb3e37c01284b378ce048d67ecae
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17003, "cached_input_tokens": 15744, "output_tokens": 295, "reasoning_output_tokens": 194}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1a2de48d8c98be4689bc0373074bbf903616dd0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_e581bc15e384badb",
+    "api_calls": 0,
+    "input_tokens": 17003,
+    "cached_input_tokens": 15744,
+    "output_tokens": 295,
+    "total_tokens": 17298,
+    "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": 11434.75,
+    "sql_execution_elapsed_ms_total": 2.36,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/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_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b34cd07609be445c830d7132222ab94f91b3fb6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:40:24.599569+00:00",
+  "ended_at": "2026-05-19T15:40:36.034352+00:00",
+  "elapsed_ms": 11434.75,
+  "prompt_metrics": {
+    "chars": 15218,
+    "bytes_utf8": 15218,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 667,
+    "bytes_utf8": 667,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 310,
+      "bytes_utf8": 310,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17003,
+      "cached_input_tokens": 15744,
+      "output_tokens": 295,
+      "reasoning_output_tokens": 194
+    }
+  },
+  "prompt_path": "cli/sql_prompt_attempt_1.txt",
+  "response_path": "cli/sql_response_attempt_1.txt",
+  "raw_response_path": "cli/sql_response_attempt_1.raw.txt",
+  "stderr_path": "cli/sql_stderr_attempt_1.txt"
+}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50366db6e1f09c3c79998a6f0e7f76eb1d73b4c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=skrxp.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "skrxp",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..551bf34917c9be31d9813ed94460bd10d7b8c417
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-39a1-7722-b769-329874eff00b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2.\\nSELECT\\n    \\\"skrxp\\\",\\n    COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skrxp\\\"\\nORDER BY support ASC, \\\"skrxp\\\"\\nLIMIT 13;\",\"notes\":\"Applied the Low-Support Group Count template using group_col=\\\"skrxp\\\" and top_k=13 on the single table \\\"c4\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17003,"cached_input_tokens":15744,"output_tokens":295,"reasoning_output_tokens":194}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6e5024f5df687c9a9dad55e25d2a6df9e1cb8ab1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2.\nSELECT\n    \"skrxp\",\n    COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"skrxp\"\nORDER BY support ASC, \"skrxp\"\nLIMIT 13;","notes":"Applied the Low-Support Group Count template using group_col=\"skrxp\" and top_k=13 on the single table \"c4\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e581bc15e384badb/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0b253f8217b18e3f189980307f5ae2f1a9477caa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17006, "cached_input_tokens": 15744, "output_tokens": 292, "reasoning_output_tokens": 181}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..149794d1489b96c4c19205c2e8b9d17847c7c13e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_e98f71647651a8b3",
+    "api_calls": 0,
+    "input_tokens": 17006,
+    "cached_input_tokens": 15744,
+    "output_tokens": 292,
+    "total_tokens": 17298,
+    "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": 8099.35,
+    "sql_execution_elapsed_ms_total": 1.28,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/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_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bebc84dcfdbe617def1a9fff8ee36fb4a775344
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:40:08.790688+00:00",
+  "ended_at": "2026-05-19T15:40:16.890068+00:00",
+  "elapsed_ms": 8099.35,
+  "prompt_metrics": {
+    "chars": 15218,
+    "bytes_utf8": 15218,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 718,
+    "bytes_utf8": 718,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 357,
+      "bytes_utf8": 357,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17006,
+      "cached_input_tokens": 15744,
+      "output_tokens": 292,
+      "reasoning_output_tokens": 181
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20f96222a8cab02e17689357b794cd1f7a632966
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=skewr.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "skewr",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..10c9ad30c67321ee19d57b83ce003b71f5384da0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e4-fbe1-76a1-b6b8-3103e51e1755"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"skewr\\\",\\n    COUNT(*) AS \\\"support\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"skewr\\\"\\nORDER BY \\\"support\\\" ASC, \\\"skewr\\\"\\nLIMIT 12;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"skewr\\\" and top_k set to 12, returning the rarest skewr groups by support.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17006,"cached_input_tokens":15744,"output_tokens":292,"reasoning_output_tokens":181}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7b933376ca5d2588989c49bb8931c6b302ee9a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"skewr\",\n    COUNT(*) AS \"support\"\nFROM \"c4\"\nGROUP BY \"skewr\"\nORDER BY \"support\" ASC, \"skewr\"\nLIMIT 12;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"skewr\" and top_k set to 12, returning the rarest skewr groups by support."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_e98f71647651a8b3/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2ae80b572706f732d00b6d3411df57dccd26262f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15473, "bytes_utf8": 15473, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17059, "cached_input_tokens": 12032, "output_tokens": 755, "reasoning_output_tokens": 609}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9e30ed082b4d2ec76abf9fee7177de9475796bb2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_eab15788e17d127c",
+    "api_calls": 0,
+    "input_tokens": 17059,
+    "cached_input_tokens": 12032,
+    "output_tokens": 755,
+    "total_tokens": 17814,
+    "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": 15310.03,
+    "sql_execution_elapsed_ms_total": 3.62,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/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_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d1798b916964b6cf7ea9208b03dc48c2d99f5dc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:34:47.609359+00:00",
+  "ended_at": "2026-05-19T15:35:02.919429+00:00",
+  "elapsed_ms": 15310.03,
+  "prompt_metrics": {
+    "chars": 15473,
+    "bytes_utf8": 15473,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 818,
+    "bytes_utf8": 818,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 463,
+      "bytes_utf8": 463,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17059,
+      "cached_input_tokens": 12032,
+      "output_tokens": 755,
+      "reasoning_output_tokens": 609
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a723cb7e17af7317f15f4fceae189edb03d5367a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=wkcti, condition_col=wkcti.",
+  "planned_template_id": "tpl_m4_group_condition_rate",
+  "bindings": {
+    "group_col": "wkcti",
+    "condition_col": "wkcti",
+    "condition_value": "f",
+    "positive_value": "f",
+    "negative_value": "t",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col},\n       AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7adbe4dabf74e402528b11d544a1c62d4975b78c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e0-155a-7f23-a981-406c1cd4a751"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate.\\nSELECT \\\"wkcti\\\",\\n       AVG(CASE WHEN \\\"wkcti\\\" = 'f' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"wkcti\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the Grouped Condition Rate template with `group_col` and `condition_col` both bound to `wkcti` and `condition_value` bound to `'f'`, so it measures the within-group proportion of rows where `wkcti = 'f'` for each `wkcti` value.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17059,"cached_input_tokens":12032,"output_tokens":755,"reasoning_output_tokens":609}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e4b701e287924dc1e0d1a469b104916617a3599
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_m4_group_condition_rate.\nSELECT \"wkcti\",\n       AVG(CASE WHEN \"wkcti\" = 'f' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c4\"\nGROUP BY \"wkcti\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the Grouped Condition Rate template with `group_col` and `condition_col` both bound to `wkcti` and `condition_value` bound to `'f'`, so it measures the within-group proportion of rows where `wkcti = 'f'` for each `wkcti` value."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_eab15788e17d127c/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f096e171c166e7a6c91bbb21afd000c9d3105510
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15218, "bytes_utf8": 15218, "lines": 538, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 301, "bytes_utf8": 301, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17003, "cached_input_tokens": 15744, "output_tokens": 238, "reasoning_output_tokens": 141}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..70a8ce9f41397bc4a035410d6b409bbd9e421c66
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_ec282f0f2903db1f",
+    "api_calls": 0,
+    "input_tokens": 17003,
+    "cached_input_tokens": 15744,
+    "output_tokens": 238,
+    "total_tokens": 17241,
+    "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": 8187.89,
+    "sql_execution_elapsed_ms_total": 2.19,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/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_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef545b8255d4276dd00a3bb2cacb942570161974
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:41:07.421671+00:00",
+  "ended_at": "2026-05-19T15:41:15.609586+00:00",
+  "elapsed_ms": 8187.89,
+  "prompt_metrics": {
+    "chars": 15218,
+    "bytes_utf8": 15218,
+    "lines": 538,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 658,
+    "bytes_utf8": 658,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 301,
+      "bytes_utf8": 301,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17003,
+      "cached_input_tokens": 15744,
+      "output_tokens": 238,
+      "reasoning_output_tokens": 141
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6fa3e7b6f104931afe6c562a1fa6fb0c25ca6567
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,538 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+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": "c4",
+  "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=stlmt.",
+  "planned_template_id": "tpl_tail_low_support_group_count_v2",
+  "bindings": {
+    "group_col": "stlmt",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..875539d6558174a46e6bdc9b98c9234b8ab7eb07
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40e5-e0eb-7d42-8345-2bfa1932fd56"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"stlmt\\\",\\n    COUNT(*) AS support\\nFROM \\\"c4\\\"\\nGROUP BY \\\"stlmt\\\"\\nORDER BY support ASC, \\\"stlmt\\\"\\nLIMIT 10;\",\"notes\":\"Uses the Low-Support Group Count template with group_col bound to \\\"stlmt\\\" on the single table \\\"c4\\\".\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17003,"cached_input_tokens":15744,"output_tokens":238,"reasoning_output_tokens":141}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..113c1b06e2c5d475bcc8c941d872c7d9a7592efc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"stlmt\",\n    COUNT(*) AS support\nFROM \"c4\"\nGROUP BY \"stlmt\"\nORDER BY support ASC, \"stlmt\"\nLIMIT 10;","notes":"Uses the Low-Support Group Count template with group_col bound to \"stlmt\" on the single table \"c4\"."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_ec282f0f2903db1f/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..30920d3e35a7e8e817ca09624041a446a33e4fba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15514, "bytes_utf8": 15514, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 651, "reasoning_output_tokens": 516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8913f3c341917bef3a7f68f89ff677bb0ee280f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_f321ae690ffb39b3",
+    "api_calls": 0,
+    "input_tokens": 17096,
+    "cached_input_tokens": 15744,
+    "output_tokens": 651,
+    "total_tokens": 17747,
+    "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": 14389.66,
+    "sql_execution_elapsed_ms_total": 3.13,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/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_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..8c6211e2f857a401c66f7cebe6c1b6368a7e43db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:51:42.182645+00:00",
+  "ended_at": "2026-05-19T15:51:56.572345+00:00",
+  "elapsed_ms": 14389.66,
+  "prompt_metrics": {
+    "chars": 15514,
+    "bytes_utf8": 15514,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 789,
+    "bytes_utf8": 789,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 410,
+      "bytes_utf8": 410,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17096,
+      "cached_input_tokens": 15744,
+      "output_tokens": 651,
+      "reasoning_output_tokens": 516
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f4a1061d831aaf81f3dc0d54aa32f5a9c276074f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=wtoeg, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "wtoeg",
+    "target_col": "class",
+    "target_value": "nowin",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cf9c83f28b2da08c06cdae1f853366c72a62511b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ef-9078-7e00-8d26-c1e56ca9e71b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"wtoeg\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'nowin' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"wtoeg\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the requested Two-Axis Target Rate Surface template on \\\"c4\\\", grouping by \\\"bkon8\\\" and \\\"wtoeg\\\" and computing the rate of rows where \\\"class\\\" = 'nowin'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17096,"cached_input_tokens":15744,"output_tokens":651,"reasoning_output_tokens":516}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cd2f34f9b854cabd01daba3c0d59875f81bbb41
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"wtoeg\",\n       AVG(CASE WHEN \"class\" = 'nowin' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"wtoeg\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the requested Two-Axis Target Rate Surface template on \"c4\", grouping by \"bkon8\" and \"wtoeg\" and computing the rate of rows where \"class\" = 'nowin'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f321ae690ffb39b3/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5302683a52ded43bbaf154bec118a8fae2ebd2ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15523, "bytes_utf8": 15523, "lines": 543, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17096, "cached_input_tokens": 15744, "output_tokens": 337, "reasoning_output_tokens": 208}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6e770ad7b42a1fe36d162943280710853f0dcf8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_f640558fc897afc5",
+    "api_calls": 0,
+    "input_tokens": 17096,
+    "cached_input_tokens": 15744,
+    "output_tokens": 337,
+    "total_tokens": 17433,
+    "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": 11792.04,
+    "sql_execution_elapsed_ms_total": 1.87,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/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_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5222688e8da4703a2d485ad9c3fe5248b7adda38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:49:03.118922+00:00",
+  "ended_at": "2026-05-19T15:49:14.911024+00:00",
+  "elapsed_ms": 11792.04,
+  "prompt_metrics": {
+    "chars": 15523,
+    "bytes_utf8": 15523,
+    "lines": 543,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 775,
+    "bytes_utf8": 775,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 400,
+      "bytes_utf8": 400,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17096,
+      "cached_input_tokens": 15744,
+      "output_tokens": 337,
+      "reasoning_output_tokens": 208
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a6458af97b6c7432ada197e30a59043ccdaf2be5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,543 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_c2_two_dim_target_rate",
+    "template_name": "Two-Axis Target Rate Surface",
+    "primary_family": "conditional_dependency_structure",
+    "portability": "partial",
+    "sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;",
+    "required_roles": [
+      "group_col",
+      "group_col_2",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bkon8, group_col_2=stlmt, target_col=class.",
+  "planned_template_id": "tpl_c2_two_dim_target_rate",
+  "bindings": {
+    "group_col": "bkon8",
+    "group_col_2": "stlmt",
+    "target_col": "class",
+    "target_value": "won",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n       AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e19825f1c045d657e4162506862c2197355bbf13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ed-231e-7bf3-87f1-58911678536a"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bkon8\\\", \\\"stlmt\\\",\\n       AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c4\\\"\\nGROUP BY \\\"bkon8\\\", \\\"stlmt\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"bkon8\\\", group_col_2=\\\"stlmt\\\", and target_col=\\\"class\\\", targeting class='won'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17096,"cached_input_tokens":15744,"output_tokens":337,"reasoning_output_tokens":208}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dc7b24cd408f933e4ae7589d3e17d845fa08b0fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bkon8\", \"stlmt\",\n       AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c4\"\nGROUP BY \"bkon8\", \"stlmt\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"bkon8\", group_col_2=\"stlmt\", and target_col=\"class\", targeting class='won'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f640558fc897afc5/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..2b2f2bec714ce4c5c51863123b2ff16850152ebf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:53:59.848810+00:00",
+  "ended_at": "2026-05-19T15:54:03.089081+00:00",
+  "elapsed_ms": 3240.24,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15409,
+    "bytes_utf8": 15409,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_attempt_2.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_attempt_2.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..cc011afca0ff49973e1f0656b5b91a406eaa158a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_attempt_2.metadata.json
@@ -0,0 +1,43 @@
+{
+  "attempt": 2,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:54:04.091912+00:00",
+  "ended_at": "2026-05-19T15:54:06.957296+00:00",
+  "elapsed_ms": 2865.34,
+  "returncode": 1,
+  "prompt_metrics": {
+    "chars": 15409,
+    "bytes_utf8": 15409,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 281,
+    "bytes_utf8": 281,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 280,
+      "bytes_utf8": 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_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6097eeec503e62acd3e81bb3e237b077e003cdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bknwy.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bknwy",
+    "predicate_col": "bknwy",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_prompt_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_prompt_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b6097eeec503e62acd3e81bb3e237b077e003cdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_prompt_attempt_2.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bknwy.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bknwy",
+    "predicate_col": "bknwy",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14e55f5b9ee6b19a3f525e22592dc2fccdb5cf46
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-aa47-7ef0-ac88-7da6ec2fefcf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a655a5148d2c78add3b3cd539f9b741551a3fe77
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_1.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-aa47-7ef0-ac88-7da6ec2fefcf"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_2.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_2.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46a223d0c8649300276a0e823006725a3c4a1f53
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_2.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-bb29-78b0-b6f8-295b449f0948"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b32e05a1ec5f0b319249110568522c29bfa5e4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_response_attempt_2.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f1-bb29-78b0-b6f8-295b449f0948"}
+{"type":"turn.started"}
+{"type":"error","message":"Quota exceeded. Check your plan and billing details."}
+{"type":"turn.failed","error":{"message":"Quota exceeded. Check your plan and billing details."}}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_stderr_attempt_2.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7a51bf75cb4e155/cli/sql_stderr_attempt_2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..287f8e96fe213a8e2f559cbff2423c696472c1e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15562, "bytes_utf8": 15562, "lines": 541, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17105, "cached_input_tokens": 15744, "output_tokens": 226, "reasoning_output_tokens": 88}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..77c773cb9570108003d4b1e785311cc7ff574392
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_f7eb05d9ab035279",
+    "api_calls": 0,
+    "input_tokens": 17105,
+    "cached_input_tokens": 15744,
+    "output_tokens": 226,
+    "total_tokens": 17331,
+    "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": 7002.43,
+    "sql_execution_elapsed_ms_total": 3.08,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/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_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..9417400dbcc2a1c1961404e2ef4d628d0efebdfd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:48:10.653716+00:00",
+  "ended_at": "2026-05-19T15:48:17.656187+00:00",
+  "elapsed_ms": 7002.43,
+  "prompt_metrics": {
+    "chars": 15562,
+    "bytes_utf8": 15562,
+    "lines": 541,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 801,
+    "bytes_utf8": 801,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 443,
+      "bytes_utf8": 443,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17105,
+      "cached_input_tokens": 15744,
+      "output_tokens": 226,
+      "reasoning_output_tokens": 88
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..08ee39f8e8d1279bbb761c389187cf7bfc4fe652
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,541 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_tail_target_rate_extremes_v2",
+    "template_name": "Tail Target-Rate Extremes",
+    "primary_family": "tail_rarity_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "target_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=reskd, target_col=class.",
+  "planned_template_id": "tpl_tail_target_rate_extremes_v2",
+  "bindings": {
+    "group_col": "reskd",
+    "target_col": "class",
+    "target_value": "won",
+    "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": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT\n    {group_col},\n    COUNT(*) AS support,\n    AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9e5f364e1b8dda50a42648426fc6d20a82e83ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40ec-5630-7c73-be69-d563a0abec87"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n    \\\"reskd\\\",\\n    COUNT(*) AS support,\\n    AVG(CASE WHEN \\\"class\\\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c4\\\"\\nGROUP BY \\\"reskd\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"reskd\\\", target_col=\\\"class\\\", target_value='won', min_support=4, and top_k=17.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17105,"cached_input_tokens":15744,"output_tokens":226,"reasoning_output_tokens":88}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..30d0f01fb7a63d58b0cc349545555bc5bacf8456
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n    \"reskd\",\n    COUNT(*) AS support,\n    AVG(CASE WHEN \"class\" = 'won' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c4\"\nGROUP BY \"reskd\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"reskd\", target_col=\"class\", target_value='won', min_support=4, and top_k=17."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_f7eb05d9ab035279/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/conversation.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/conversation.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..acca0c357e85088ea0b445b8153bc9dc70a2923d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/conversation.jsonl
@@ -0,0 +1,2 @@
+{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 15409, "bytes_utf8": 15409, "lines": 542, "estimated_tokens": null}}
+{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 17042, "cached_input_tokens": 15744, "output_tokens": 261, "reasoning_output_tokens": 156}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/session_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/session_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d94325c6c7645365d6b19c5acda9ae819ba5fdd9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/session_summary.json
@@ -0,0 +1,25 @@
+{
+  "engine": "v2-cli:codex",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "ai_cli_calls": 1,
+  "usage_summary": {
+    "dataset_id": "c4",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_c4_fef6222384ae7667",
+    "api_calls": 0,
+    "input_tokens": 17042,
+    "cached_input_tokens": 15744,
+    "output_tokens": 261,
+    "total_tokens": 17303,
+    "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": 8204.4,
+    "sql_execution_elapsed_ms_total": 1.46,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/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_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_attempt_1.metadata.json b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_attempt_1.metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..0eafd4f343ba25da4b7f8ea9e2aec1895ff0cabd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_attempt_1.metadata.json
@@ -0,0 +1,45 @@
+{
+  "attempt": 1,
+  "phase": "sql_generation",
+  "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -",
+  "started_at": "2026-05-19T15:55:06.648688+00:00",
+  "ended_at": "2026-05-19T15:55:14.853117+00:00",
+  "elapsed_ms": 8204.4,
+  "prompt_metrics": {
+    "chars": 15409,
+    "bytes_utf8": 15409,
+    "lines": 542,
+    "estimated_tokens": null
+  },
+  "stdout_metrics": {
+    "chars": 711,
+    "bytes_utf8": 711,
+    "lines": 4,
+    "estimated_tokens": null
+  },
+  "stderr_metrics": {
+    "chars": 0,
+    "bytes_utf8": 0,
+    "lines": 0,
+    "estimated_tokens": null
+  },
+  "parsed_output": {
+    "format": "jsonl_events",
+    "text_metrics": {
+      "chars": 359,
+      "bytes_utf8": 359,
+      "lines": 1,
+      "estimated_tokens": null
+    },
+    "usage": {
+      "input_tokens": 17042,
+      "cached_input_tokens": 15744,
+      "output_tokens": 261,
+      "reasoning_output_tokens": 156
+    }
+  },
+  "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_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_prompt_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_prompt_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff0ebf5789328739956faf54c3bc78aa41085ca3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_prompt_attempt_1.txt
@@ -0,0 +1,542 @@
+You are generating one SQLite SELECT query for a single-table SQL QA task.
+Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}.
+Rules:
+- Use only the provided table and columns.
+- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM.
+- Prefer the planned template and bound roles when provided.
+- Add a leading SQL comment exactly like: -- template_id: <planned_template_id>.
+- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV.
+- Quote identifiers with double quotes.
+- Return no markdown and no extra prose.
+
+Dataset context:
+Dataset context for SQL QA:
+- dataset_id: c4
+- dataset_name: Chess King Rook Vs King Pawn
+- table_name: c4
+- table_layout: single-table dataset (do not assume joins).
+- row_semantics: One row is one tabular observation with 36 feature columns and target `class`.
+- task_type: classification
+- target_column: class
+- main_row_count: 3196
+- important_fields:
+- bkblk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkblk.
+- bknwy: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bknwy.
+- bkon8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkon8.
+- bkona: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkona.
+- bkspr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkspr.
+- bkxbq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxbq.
+- bkxcr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxcr.
+- bkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bkxwp.
+- blxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for blxwp.
+- bxqsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bxqsq.
+- cntxt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for cntxt.
+- dsopp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dsopp.
+- dwipd: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for dwipd.
+- hdchk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for hdchk.
+- katri: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for katri.
+- mulch: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for mulch.
+- qxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for qxmsq.
+- r2ar8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for r2ar8.
+- reskd: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskd.
+- reskr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for reskr.
+- rimmx: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rimmx.
+- rkxwp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rkxwp.
+- rxmsq: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for rxmsq.
+- simpl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for simpl.
+- skach: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skach.
+- skewr: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skewr.
+- skrxp: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for skrxp.
+- spcop: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for spcop.
+- stlmt: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for stlmt.
+- thrsk: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for thrsk.
+- wkcti: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkcti.
+- wkna8: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkna8.
+- wknck: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wknck.
+- wkovl: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkovl.
+- wkpos: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wkpos.
+- wtoeg: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for wtoeg.
+- class: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class.
+- useful_field_combinations: [['bkblk', 'bknwy', 'class'], ['bkblk', 'bkblk', 'class']]
+- fields_requiring_caution: ['class']
+- source_url: https://archive.ics.uci.edu/dataset/22/chess+king+rook+vs+king+pawn
+
+SQLite schema snapshot:
+{
+  "table_name": "c4",
+  "quoted_table_name": "\"c4\"",
+  "row_count": 3196,
+  "columns": [
+    {
+      "name": "bkblk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bknwy",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkon8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkona",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkspr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxbq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxcr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "blxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "bxqsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "cntxt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dsopp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "dwipd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "hdchk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "katri",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "mulch",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "qxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "r2ar8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskd",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "reskr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rimmx",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rkxwp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "rxmsq",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "simpl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skach",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skewr",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "skrxp",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "spcop",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "stlmt",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "thrsk",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkcti",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkna8",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wknck",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkovl",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wkpos",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "wtoeg",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    },
+    {
+      "name": "class",
+      "type": "TEXT",
+      "notnull": false,
+      "pk": false
+    }
+  ],
+  "sample_rows": [
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "t",
+      "bkxbq": "f",
+      "bkxcr": "t",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "t",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "t",
+      "rxmsq": "f",
+      "simpl": "f",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    },
+    {
+      "bkblk": "f",
+      "bknwy": "f",
+      "bkon8": "f",
+      "bkona": "f",
+      "bkspr": "f",
+      "bkxbq": "f",
+      "bkxcr": "f",
+      "bkxwp": "f",
+      "blxwp": "f",
+      "bxqsq": "f",
+      "cntxt": "f",
+      "dsopp": "f",
+      "dwipd": "l",
+      "hdchk": "f",
+      "katri": "n",
+      "mulch": "f",
+      "qxmsq": "f",
+      "r2ar8": "t",
+      "reskd": "f",
+      "reskr": "f",
+      "rimmx": "f",
+      "rkxwp": "f",
+      "rxmsq": "f",
+      "simpl": "t",
+      "skach": "f",
+      "skewr": "t",
+      "skrxp": "f",
+      "spcop": "f",
+      "stlmt": "f",
+      "thrsk": "f",
+      "wkcti": "f",
+      "wkna8": "f",
+      "wknck": "f",
+      "wkovl": "t",
+      "wkpos": "t",
+      "wtoeg": "n",
+      "class": "won"
+    }
+  ]
+}
+
+Shortlisted templates:
+[
+  {
+    "template_id": "tpl_clickbench_filtered_topk_group_count",
+    "template_name": "Filtered Top-k Group Count",
+    "primary_family": "subgroup_structure",
+    "portability": "yes",
+    "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};",
+    "required_roles": [
+      "group_col",
+      "predicate_col"
+    ]
+  }
+]
+
+Problem instance:
+{
+  "dataset_id": "c4",
+  "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bkxbq.",
+  "planned_template_id": "tpl_clickbench_filtered_topk_group_count",
+  "bindings": {
+    "group_col": "bkxbq",
+    "predicate_col": "bkxbq",
+    "predicate_op": "=",
+    "predicate_value": "f",
+    "top_k": 11,
+    "top_n": 3,
+    "num_tiles": 10,
+    "percentile_value": 0.95,
+    "z_threshold": 2.0,
+    "fraction_threshold": 0.1,
+    "baseline_multiplier": 1.5,
+    "baseline_fraction": 0.1,
+    "min_group_size": 5,
+    "min_support": 5,
+    "measure_threshold": 0.0,
+    "time_grain": "month",
+    "lookback_rows": 3,
+    "current_period_start": "'2024-01-01'",
+    "current_period_end": "'2024-04-01'",
+    "previous_period_start": "'2023-10-01'",
+    "previous_period_end": "'2024-01-01'",
+    "drift_ratio_threshold": 0.8
+  },
+  "can_vary": [],
+  "must_fix": [],
+  "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};"
+}
+
+Repair context:
+{}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_response_attempt_1.raw.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_response_attempt_1.raw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..75271cf92273f649482574304174a74cab6eb4ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_response_attempt_1.raw.txt
@@ -0,0 +1,4 @@
+{"type":"thread.started","thread_id":"019e40f2-af4a-7bd1-b855-880b2a72d69b"}
+{"type":"turn.started"}
+{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bkxbq\\\", COUNT(*) AS support\\nFROM \\\"c4\\\"\\nWHERE \\\"bkxbq\\\" = 'f'\\nGROUP BY \\\"bkxbq\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col and predicate_col both bound to \\\"bkxbq\\\", filtering rows where the value is 'f'.\"}"}}
+{"type":"turn.completed","usage":{"input_tokens":17042,"cached_input_tokens":15744,"output_tokens":261,"reasoning_output_tokens":156}}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_response_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_response_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9147c18ef073f3993dbdf31f2689fcf2a03669eb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_response_attempt_1.txt
@@ -0,0 +1 @@
+{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bkxbq\", COUNT(*) AS support\nFROM \"c4\"\nWHERE \"bkxbq\" = 'f'\nGROUP BY \"bkxbq\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Filtered Top-k Group Count template with group_col and predicate_col both bound to \"bkxbq\", filtering rows where the value is 'f'."}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_stderr_attempt_1.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_a/c4/artifacts/v2q_c4_fef6222384ae7667/cli/sql_stderr_attempt_1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ad193b34a8ac247074c3ec1422ee7ca04db11d5e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=40.092.
+Result preview: [{"g": "h", "81.8828": "201.982", "total_measure": 179.7404, "share_within_group": 0.06110018714934798}, {"g": "h", "81.8828": "135.2", "total_measure": 175.5336, "share_within_group": 0.059670145448651436}, {"g": "h", "81.8828": "222.986", "total_measure": 173.7624, "share_within_group": 0.0590680512534737}, {"g": "h", "81.8828": "260.973", "total_measure": 172.5304, "share_within_group": 0.058649250413106147}, {"g": "h", "81.8828": "76.655", "total_measure": 171.0554, "share_within_group": 0.0581478451862051}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5145d3543ec562d9a13ac939bd3a0f1398a58606
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_0095339fe374f275
+-- problem_id: v2p_n11_78146cf05319efe3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "81.8828",
+       SUM(CAST("40.092" AS REAL)) AS total_measure,
+       SUM(CAST("40.092" AS REAL)) * 100.0 / SUM(SUM(CAST("40.092" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "81.8828"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f75d7823c040fd33938c902bedb28245536f3b8e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/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_tpcds_within_group_share\nSELECT \"g\", \"81.8828\",\n       SUM(CAST(\"40.092\" AS REAL)) AS total_measure,\n       SUM(CAST(\"40.092\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"40.092\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"81.8828\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"81.8828\\\",\\n       SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"40.092\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"40.092\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"81.8828\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"81.8828\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"81.8828\": \"201.982\", \"total_measure\": 179.7404, \"share_within_group\": 0.06110018714934798}, {\"g\": \"h\", \"81.8828\": \"135.2\", \"total_measure\": 175.5336, \"share_within_group\": 0.059670145448651436}, {\"g\": \"h\", \"81.8828\": \"222.986\", \"total_measure\": 173.7624, \"share_within_group\": 0.0590680512534737}, {\"g\": \"h\", \"81.8828\": \"260.973\", \"total_measure\": 172.5304, \"share_within_group\": 0.058649250413106147}, {\"g\": \"h\", \"81.8828\": \"76.655\", \"total_measure\": 171.0554, \"share_within_group\": 0.0581478451862051}, {\"g\": \"h\", \"81.8828\": \"214.862\", \"total_measure\": 164.9592, \"share_within_group\": 0.05607552888502932}, {\"g\": \"h\", \"81.8828\": \"154.153\", \"total_measure\": 162.7236, \"share_within_group\": 0.055315568528920826}, {\"g\": \"h\", \"81.8828\": \"343.346\", \"total_measure\": 161.6586, \"share_within_group\": 0.0549535369583109}, {\"g\": \"h\", \"81.8828\": \"185.495\", \"total_measure\": 159.544, \"share_within_group\": 0.05423470882759566}, {\"g\": \"h\", \"81.8828\": \"227.191\", \"total_measure\": 159.3324, \"share_within_group\": 0.05416277842351954}, {\"g\": \"h\", \"81.8828\": \"203.767\", \"total_measure\": 159.0462, \"share_within_group\": 0.05406548881271338}, {\"g\": \"h\", \"81.8828\": \"32.3245\", \"total_measure\": 156.5536, \"share_within_group\": 0.05321816496961263}, {\"g\": \"g\", \"81.8828\": \"111.015\", \"total_measure\": 121.79820000000001, \"share_within_group\": 0.052588077747447746}, {\"g\": \"g\", \"81.8828\": \"165.33\", \"total_measure\": 121.79560000000001, \"share_within_group\": 0.05258695516105367}, {\"g\": \"h\", \"81.8828\": \"348.978\", \"total_measure\": 152.226, \"share_within_group\": 0.05174705903067226}, {\"g\": \"h\", \"81.8828\": \"239.6796\", \"total_measure\": 152.13569999999999, \"share_within_group\": 0.0517163628327135}, {\"g\": \"h\", \"81.8828\": \"222.591\", \"total_measure\": 151.148, \"share_within_group\": 0.05138060829535067}, {\"g\": \"h\", \"81.8828\": \"337.488\", \"total_measure\": 149.529, \"share_within_group\": 0.05083025232087418}, {\"g\": \"h\", \"81.8828\": \"229.296\", \"total_measure\": 149.418, \"share_within_group\": 0.050792519452951455}, {\"g\": \"h\", \"81.8828\": \"159.135\", \"total_measure\": 148.384, \"share_within_group\": 0.050441025890500125}, {\"g\": \"g\", \"81.8828\": \"203.782\", \"total_measure\": 116.74080000000001, \"share_within_group\": 0.05040447450536418}, {\"g\": \"g\", \"81.8828\": \"135.144\", \"total_measure\": 116.698, \"share_within_group\": 0.05038599500626164}, {\"g\": \"h\", \"81.8828\": \"220.908\", \"total_measure\": 148.19920000000002, \"share_within_group\": 0.05037820576444501}, {\"g\": \"h\", \"81.8828\": \"340.516\", \"total_measure\": 147.2608, \"share_within_group\": 0.0500592100594118}, {\"g\": \"g\", \"81.8828\": \"194.225\", \"total_measure\": 113.3428, \"share_within_group\": 0.048937340441101915}, {\"g\": \"h\", \"81.8828\": \"249.632\", \"total_measure\": 142.1876, \"share_within_group\": 0.048334648027469784}, {\"g\": \"h\", \"81.8828\": \"158.703\", \"total_measure\": 142.146, \"share_within_group\": 0.04832050670039244}, {\"g\": \"h\", \"81.8828\": \"163.26\", \"total_measure\": 142.066, \"share_within_group\": 0.048293311840628315}, {\"g\": \"h\", \"81.8828\": \"219.649\", \"total_measure\": 141.32229999999998, \"share_within_group\": 0.04804050162554605}, {\"g\": \"h\", \"81.8828\": \"397.574\", \"total_measure\": 136.0986, \"share_within_group\": 0.04626477926367278}, {\"g\": \"h\", \"81.8828\": \"191.605\", \"total_measure\": 135.0562, \"share_within_group\": 0.045910430240946216}, {\"g\": \"h\", \"81.8828\": \"365.016\", \"total_measure\": 134.632, \"share_within_group\": 0.045766229497046944}, {\"g\": \"h\", \"81.8828\": \"142.836\", \"total_measure\": 134.281, \"share_within_group\": 0.045646912049831845}, {\"g\": \"h\", \"81.8828\": \"184.39\", \"total_measure\": 132.8577, \"share_within_group\": 0.04516308150105334}, {\"g\": \"g\", \"81.8828\": \"165.809\", \"total_measure\": 103.2907, \"share_within_group\": 0.04459720555959202}, {\"g\": \"h\", \"81.8828\": \"384.243\", \"total_measure\": 130.9352, \"share_within_group\": 0.0445095550273467}, {\"g\": \"h\", \"81.8828\": \"227.107\", \"total_measure\": 129.866, \"share_within_group\": 0.04414609572659917}, {\"g\": \"h\", \"81.8828\": \"182.98\", \"total_measure\": 129.74, \"share_within_group\": 0.044103263822470665}, {\"g\": \"h\", \"81.8828\": \"166.183\", \"total_measure\": 129.038, \"share_within_group\": 0.04386462892804047}, {\"g\": \"g\", \"81.8828\": \"101.397\", \"total_measure\": 101.3297, \"share_within_group\": 0.04375051636005751}, {\"g\": \"g\", \"81.8828\": \"118.054\", \"total_measure\": 100.369, \"share_within_group\": 0.04333572068744515}, {\"g\": \"h\", \"81.8828\": \"243.501\", \"total_measure\": 126.172, \"share_within_group\": 0.04289037307699066}, {\"g\": \"g\", \"81.8828\": \"200.751\", \"total_measure\": 98.1523, \"share_within_group\": 0.0423786294336929}, {\"g\": \"h\", \"81.8828\": \"62.5245\", \"total_measure\": 124.5, \"share_within_group\": 0.04232200050792044}, {\"g\": \"h\", \"81.8828\": \"130.388\", \"total_measure\": 124.4135, \"share_within_group\": 0.04229259606580048}, {\"g\": \"h\", \"81.8828\": \"189.644\", \"total_measure\": 124.19800000000001, \"share_within_group\": 0.04221933991231087}, {\"g\": \"g\", \"81.8828\": \"130.985\", \"total_measure\": 97.4653, \"share_within_group\": 0.04208200756725731}, {\"g\": \"h\", \"81.8828\": \"210.061\", \"total_measure\": 122.978, \"share_within_group\": 0.041804618300907946}, {\"g\": \"h\", \"81.8828\": \"159.84\", \"total_measure\": 122.908, \"share_within_group\": 0.04178082279861434}, {\"g\": \"h\", \"81.8828\": \"303.25\", \"total_measure\": 122.1344, \"share_within_group\": 0.04151784850469525}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 68.49}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b2a2bf8afeb24292981fe5436cfea04b4491147
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:34:59.671924+00:00",
+  "ended_at": "2026-05-19T15:35:14.720156+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_0095339fe374f275",
+    "problem_id": "v2p_n11_78146cf05319efe3",
+    "dataset_id": "n11",
+    "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=g, measure_col=40.092.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "40.092",
+      "item_col": "81.8828",
+      "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": 45.8841,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0095339fe374f275.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_0095339fe374f275",
+    "api_calls": 0,
+    "input_tokens": 14584,
+    "cached_input_tokens": 12032,
+    "output_tokens": 689,
+    "total_tokens": 15273,
+    "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": 14973.74,
+    "sql_execution_elapsed_ms_total": 68.49,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/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_b/n11/artifacts/v2q_n11_0095339fe374f275/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1546b748f75450e1f3fc0eaf8f225ac35ac5e4cf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:35:14.648106+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": 14973.74, "started_at": "2026-05-19T15:34:59.673595+00:00", "ended_at": "2026-05-19T15:35:14.647366+00:00", "prompt_metrics": {"chars": 7474, "bytes_utf8": 7474, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 566, "bytes_utf8": 566, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 12032, "output_tokens": 689, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"81.8828\\\",\\n       SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"40.092\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"40.092\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"81.8828\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"g\\\", item_col=\\\"81.8828\\\", and measure_col=\\\"40.092\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..813c75bddeb6973822195d1109e66c1a05e97192
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_0095339fe374f275",
+  "api_calls": 0,
+  "input_tokens": 14584,
+  "cached_input_tokens": 12032,
+  "output_tokens": 689,
+  "total_tokens": 15273,
+  "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": 14973.74,
+  "sql_execution_elapsed_ms_total": 68.49,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0095339fe374f275/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_b/n11/artifacts/v2q_n11_0239285d30571f07/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5fc1a694ac142bc382809b01bbe6c666427dea13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.
+Result preview: [{"g": "h", "avg_measure": 2.9006088217703345}, {"g": "g", "avg_measure": 2.7840325926526637}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9d03341dd507371ca06305ae901ce7c45cab27d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_0239285d30571f07
+-- problem_id: v2p_n11_e5ff8dbba9a36b72
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "g",
+  AVG(CAST("2.6449" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure"
+FROM "n11"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e43f0b7ff42c49ffe0186f3e64cb582c62ef2089
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n  \"g\",\n  AVG(CAST(\"2.6449\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n  \\\"g\\\",\\n  AVG(CAST(\\\"2.6449\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 2.9006088217703345}, {\"g\": \"g\", \"avg_measure\": 2.7840325926526637}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 64.85}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d50f137d9520baf29fa123f5b8243773dadc004
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:41:05.901289+00:00",
+  "ended_at": "2026-05-19T15:41:14.346295+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_0239285d30571f07",
+    "problem_id": "v2p_n11_e5ff8dbba9a36b72",
+    "dataset_id": "n11",
+    "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=g, measure_col=2.6449.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "2.6449",
+      "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": 2.9462,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=52"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0239285d30571f07.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_0239285d30571f07",
+    "api_calls": 0,
+    "input_tokens": 14476,
+    "cached_input_tokens": 12032,
+    "output_tokens": 296,
+    "total_tokens": 14772,
+    "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": 8374.49,
+    "sql_execution_elapsed_ms_total": 64.85,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/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_b/n11/artifacts/v2q_n11_0239285d30571f07/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a5c0709fffe37c277bbc26af7fbe7ae886441969
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:41:14.278869+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": 8374.49, "started_at": "2026-05-19T15:41:05.902810+00:00", "ended_at": "2026-05-19T15:41:14.277334+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 12032, "output_tokens": 296, "reasoning_output_tokens": 188}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n  \\\"g\\\",\\n  AVG(CAST(\\\"2.6449\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..558fe8eb215ef50b2b8f318a3fb7890e56632438
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_0239285d30571f07",
+  "api_calls": 0,
+  "input_tokens": 14476,
+  "cached_input_tokens": 12032,
+  "output_tokens": 296,
+  "total_tokens": 14772,
+  "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": 8374.49,
+  "sql_execution_elapsed_ms_total": 64.85,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0239285d30571f07/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_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6d873c48944e7b525ffd90011b6680ee556f34db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.
+Result preview: [{"g": "h", "percentile_measure": 0.4335}, {"g": "g", "percentile_measure": 0.4163}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6eb633725ff597b21979c624c9f3d29142c6c215
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/generated_sql.sql
@@ -0,0 +1,44 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_034cc6d6c16053cc
+-- problem_id: v2p_n11_effd00b2341ead30
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("0.1982" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("0.1982" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "g"
+    ) AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "0.1982" IS NOT NULL
+),
+"cutoff" AS (
+  SELECT
+    "g",
+    "measure_value",
+    "rn",
+    "cnt",
+    CAST((0.95 * "cnt") AS INTEGER) + ((0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER)) AS "target_rn"
+  FROM "ranked"
+)
+SELECT
+  "g",
+  MIN("measure_value") AS "percentile_measure"
+FROM "cutoff"
+WHERE "rn" >= "target_rn"
+GROUP BY "g"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8ddacb66b10420bc731ac5ca656498bb05f61405
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/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_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"g\",\n    CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"g\"\n      ORDER BY CAST(\"0.1982\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"g\"\n    ) AS \"cnt\"\n  FROM \"n11\"\n  WHERE \"g\" IS NOT NULL\n    AND \"0.1982\" IS NOT NULL\n),\n\"cutoff\" AS (\n  SELECT\n    \"g\",\n    \"measure_value\",\n    \"rn\",\n    \"cnt\",\n    CAST((0.95 * \"cnt\") AS INTEGER) + ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER)) AS \"target_rn\"\n  FROM \"ranked\"\n)\nSELECT\n  \"g\",\n  MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"cutoff\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"g\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"g\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"cutoff\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    \\\"measure_value\\\",\\n    \\\"rn\\\",\\n    \\\"cnt\\\",\\n    CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"g\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"cutoff\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 0.4335}, {\"g\": \"g\", \"percentile_measure\": 0.4163}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.65}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..f12f887e3f72c357df01fa68973b93c33d7366fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:48:26.230724+00:00",
+  "ended_at": "2026-05-19T15:48:51.995584+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_034cc6d6c16053cc",
+    "problem_id": "v2p_n11_effd00b2341ead30",
+    "dataset_id": "n11",
+    "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=g, measure_col=0.1982.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "0.1982",
+      "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": 0.28525,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_034cc6d6c16053cc.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_034cc6d6c16053cc",
+    "api_calls": 0,
+    "input_tokens": 14503,
+    "cached_input_tokens": 13696,
+    "output_tokens": 1217,
+    "total_tokens": 15720,
+    "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": 25710.93,
+    "sql_execution_elapsed_ms_total": 48.65,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/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_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..75c4edf06df1301bc4d300b1da9948f61ebeee92
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:48:51.945222+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": 25710.93, "started_at": "2026-05-19T15:48:26.233243+00:00", "ended_at": "2026-05-19T15:48:51.944208+00:00", "prompt_metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 982, "bytes_utf8": 982, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 1217, "reasoning_output_tokens": 898}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"g\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"cutoff\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    \\\"measure_value\\\",\\n    \\\"rn\\\",\\n    \\\"cnt\\\",\\n    CAST((0.95 * \\\"cnt\\\") AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER)) AS \\\"target_rn\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"g\\\",\\n  MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"cutoff\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group via window functions and casts the TEXT measure column \\\"0.1982\\\" to REAL.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef8252529311c780c20c3502defdf1ca2ddc4e35
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_034cc6d6c16053cc",
+  "api_calls": 0,
+  "input_tokens": 14503,
+  "cached_input_tokens": 13696,
+  "output_tokens": 1217,
+  "total_tokens": 15720,
+  "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": 25710.93,
+  "sql_execution_elapsed_ms_total": 48.65,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_034cc6d6c16053cc/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_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90c067abf09b37b087f4d638c3aafa79f2226bf0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, measure_col=27.7004.
+Result preview: [{"g": "g", "22.011": "-125.078", "total_measure": 219.896, "share_within_group": 0.5513014925650037}, {"g": "h", "22.011": "122.712", "total_measure": -642.418, "share_within_group": 0.5252624267436942}, {"g": "g", "22.011": "40.2931", "total_measure": 181.582, "share_within_group": 0.45524442292237477}, {"g": "h", "22.011": "135.869", "total_measure": -528.068, "share_within_group": 0.4317660451072185}, {"g": "h", "22.011": "89.5195", "total_measure": -526.852, "share_within_group": 0.43077180286786604}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a5bb7fbdaeb5ddfe359d6b59be1e5f00273575aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_07b3b225115bf2d8
+-- problem_id: v2p_n11_ebf614be5c684053
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "22.011",
+       SUM(CAST("27.7004" AS REAL)) AS total_measure,
+       SUM(CAST("27.7004" AS REAL)) * 100.0 / SUM(SUM(CAST("27.7004" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "22.011"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bbe0586b126814772883e61db2529319fb0555d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/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_tpcds_within_group_share\nSELECT \"g\", \"22.011\",\n       SUM(CAST(\"27.7004\" AS REAL)) AS total_measure,\n       SUM(CAST(\"27.7004\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"27.7004\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"22.011\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"22.011\\\",\\n       SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"27.7004\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"27.7004\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"22.011\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"22.011\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"g\", \"22.011\": \"-125.078\", \"total_measure\": 219.896, \"share_within_group\": 0.5513014925650037}, {\"g\": \"h\", \"22.011\": \"122.712\", \"total_measure\": -642.418, \"share_within_group\": 0.5252624267436942}, {\"g\": \"g\", \"22.011\": \"40.2931\", \"total_measure\": 181.582, \"share_within_group\": 0.45524442292237477}, {\"g\": \"h\", \"22.011\": \"135.869\", \"total_measure\": -528.068, \"share_within_group\": 0.4317660451072185}, {\"g\": \"h\", \"22.011\": \"89.5195\", \"total_measure\": -526.852, \"share_within_group\": 0.43077180286786604}, {\"g\": \"g\", \"22.011\": \"-77.2964\", \"total_measure\": 153.662, \"share_within_group\": 0.3852461615969532}, {\"g\": \"h\", \"22.011\": \"-169.1552\", \"total_measure\": -457.9161, \"share_within_group\": 0.37440750715423315}, {\"g\": \"g\", \"22.011\": \"114.295\", \"total_measure\": 147.398, \"share_within_group\": 0.36954168061763937}, {\"g\": \"h\", \"22.011\": \"200.3148\", \"total_measure\": -449.9526, \"share_within_group\": 0.3678962834099212}, {\"g\": \"h\", \"22.011\": \"-188.032\", \"total_measure\": -449.03, \"share_within_group\": 0.3671419348161493}, {\"g\": \"g\", \"22.011\": \"129.694\", \"total_measure\": 145.029, \"share_within_group\": 0.36360235822938997}, {\"g\": \"g\", \"22.011\": \"116.453\", \"total_measure\": 140.904, \"share_within_group\": 0.35326056639674797}, {\"g\": \"g\", \"22.011\": \"81.0734\", \"total_measure\": 139.164, \"share_within_group\": 0.34889821056916076}, {\"g\": \"g\", \"22.011\": \"112.099\", \"total_measure\": 139.053, \"share_within_group\": 0.34861992235257333}, {\"g\": \"g\", \"22.011\": \"80.0759\", \"total_measure\": 137.948, \"share_within_group\": 0.3458495756919505}, {\"g\": \"g\", \"22.011\": \"78.6148\", \"total_measure\": 135.703, \"share_within_group\": 0.3402211338339429}, {\"g\": \"h\", \"22.011\": \"-162.327\", \"total_measure\": -412.76, \"share_within_group\": 0.3374863706538846}, {\"g\": \"g\", \"22.011\": \"95.3013\", \"total_measure\": 134.135, \"share_within_group\": 0.33628999938701376}, {\"g\": \"g\", \"22.011\": \"106.169\", \"total_measure\": 133.775, \"share_within_group\": 0.3353874430088923}, {\"g\": \"h\", \"22.011\": \"-40.2249\", \"total_measure\": -409.534, \"share_within_group\": 0.3348486852392867}, {\"g\": \"h\", \"22.011\": \"116.05\", \"total_measure\": -409.146, \"share_within_group\": 0.3345314434721248}, {\"g\": \"h\", \"22.011\": \"125.655\", \"total_measure\": -407.182, \"share_within_group\": 0.3329256114342234}, {\"g\": \"h\", \"22.011\": \"-115.867\", \"total_measure\": -405.896, \"share_within_group\": 0.33187413485543443}, {\"g\": \"g\", \"22.011\": \"98.3053\", \"total_measure\": 131.424, \"share_within_group\": 0.32949324843954897}, {\"g\": \"g\", \"22.011\": \"82.8447\", \"total_measure\": 129.86, \"share_within_group\": 0.32557214239682125}, {\"g\": \"g\", \"22.011\": \"93.8392\", \"total_measure\": 128.383, \"share_within_group\": 0.3218691541454728}, {\"g\": \"g\", \"22.011\": \"83.2291\", \"total_measure\": 128.299, \"share_within_group\": 0.32165855765724444}, {\"g\": \"g\", \"22.011\": \"82.457\", \"total_measure\": 127.125, \"share_within_group\": 0.31871522102414823}, {\"g\": \"h\", \"22.011\": \"-124.494\", \"total_measure\": -382.594, \"share_within_group\": 0.31282164089047465}, {\"g\": \"h\", \"22.011\": \"142.104\", \"total_measure\": -381.734, \"share_within_group\": 0.3121184761488274}, {\"g\": \"h\", \"22.011\": \"180.7741\", \"total_measure\": -378.9457, \"share_within_group\": 0.3098386688823911}, {\"g\": \"g\", \"22.011\": \"95.5917\", \"total_measure\": 123.44, \"share_within_group\": 0.3094765536536548}, {\"g\": \"g\", \"22.011\": \"78.4556\", \"total_measure\": 123.215, \"share_within_group\": 0.30891245591732885}, {\"g\": \"g\", \"22.011\": \"92.9621\", \"total_measure\": 122.709, \"share_within_group\": 0.3076438627858581}, {\"g\": \"g\", \"22.011\": \"90.1485\", \"total_measure\": 122.516, \"share_within_group\": 0.30715999228314295}, {\"g\": \"g\", \"22.011\": \"134.783\", \"total_measure\": 121.24, \"share_within_group\": 0.30396093134291235}, {\"g\": \"h\", \"22.011\": \"-269.333\", \"total_measure\": -368.633, \"share_within_group\": 0.3014066607065932}, {\"g\": \"g\", \"22.011\": \"42.0923\", \"total_measure\": 120.05, \"share_within_group\": 0.3009774810930108}, {\"g\": \"h\", \"22.011\": \"199.2069\", \"total_measure\": -363.3382, \"share_within_group\": 0.2970774552716233}, {\"g\": \"g\", \"22.011\": \"-46.446\", \"total_measure\": 117.449, \"share_within_group\": 0.2944565112610831}, {\"g\": \"g\", \"22.011\": \"-60.19\", \"total_measure\": 117.238, \"share_within_group\": 0.2939275129394619}, {\"g\": \"g\", \"22.011\": \"-76.2898\", \"total_measure\": 117.188, \"share_within_group\": 0.293802157886945}, {\"g\": \"g\", \"22.011\": \"84.6589\", \"total_measure\": 116.781, \"share_within_group\": 0.2927817677594577}, {\"g\": \"g\", \"22.011\": \"-64.858\", \"total_measure\": 116.741, \"share_within_group\": 0.2926814837174442}, {\"g\": \"g\", \"22.011\": \"90.6799\", \"total_measure\": 116.222, \"share_within_group\": 0.29138029827231904}, {\"g\": \"g\", \"22.011\": \"92.2918\", \"total_measure\": 115.75, \"share_within_group\": 0.29019694657655976}, {\"g\": \"h\", \"22.011\": \"-180.8497\", \"total_measure\": -353.934, \"share_within_group\": 0.289388267058368}, {\"g\": \"g\", \"22.011\": \"54.1704\", \"total_measure\": 115.229, \"share_within_group\": 0.288890746929334}, {\"g\": \"h\", \"22.011\": \"-206.378\", \"total_measure\": -353.26, \"share_within_group\": 0.28883718213293746}, {\"g\": \"g\", \"22.011\": \"70.6318\", \"total_measure\": 114.843, \"share_within_group\": 0.28792300592390374}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 96.38}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..83d6e7411b9cb11c18a673c48fd09ca083b11a19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:32:56.355414+00:00",
+  "ended_at": "2026-05-19T15:33:31.787781+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_07b3b225115bf2d8",
+    "problem_id": "v2p_n11_ebf614be5c684053",
+    "dataset_id": "n11",
+    "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=g, measure_col=27.7004.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "27.7004",
+      "item_col": "22.011",
+      "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": 24.06035,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_07b3b225115bf2d8.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_07b3b225115bf2d8",
+    "api_calls": 0,
+    "input_tokens": 14584,
+    "cached_input_tokens": 12032,
+    "output_tokens": 601,
+    "total_tokens": 15185,
+    "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": 35326.7,
+    "sql_execution_elapsed_ms_total": 96.38,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/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_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..75179eb128c58b3ab222fcce05b3f75702aa311f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:33:31.684564+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": 35326.7, "started_at": "2026-05-19T15:32:56.356976+00:00", "ended_at": "2026-05-19T15:33:31.683708+00:00", "prompt_metrics": {"chars": 7471, "bytes_utf8": 7471, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14584, "cached_input_tokens": 12032, "output_tokens": 601, "reasoning_output_tokens": 433}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"g\\\", \\\"22.011\\\",\\n       SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure,\\n       SUM(CAST(\\\"27.7004\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"27.7004\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"22.011\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", item_col=\\\"22.011\\\", and measure_col=\\\"27.7004\\\". CAST to REAL because the measure column is stored as TEXT in the schema.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..833d454f992b22da99c5a17c610939ea39ff32c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_07b3b225115bf2d8",
+  "api_calls": 0,
+  "input_tokens": 14584,
+  "cached_input_tokens": 12032,
+  "output_tokens": 601,
+  "total_tokens": 15185,
+  "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": 35326.7,
+  "sql_execution_elapsed_ms_total": 96.38,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_07b3b225115bf2d8/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_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b506af89d3be346b6b23b2b85ed6032b16800cfb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=-8.2027.
+Result preview: [{"g": "h", "group_value": 2395.9448}, {"g": "g", "group_value": 2362.0456}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..96f701de09d4900ff828d69e542b383e6f56eb4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_0947c89ffe9f4b01
+-- problem_id: v2p_n11_a4da12bced83a45f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..77680f43836f78dbc89c6ce9c87e7c180941b676
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/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_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS group_value\n    FROM \"n11\"\n    GROUP BY \"g\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS group_value\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"h\", \"group_value\": 2395.9448}, {\"g\": \"g\", \"group_value\": 2362.0456}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.63}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e801b4c15eede19d91cbb5b2c9550457434f4a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:47:05.772141+00:00",
+  "ended_at": "2026-05-19T15:47:17.019839+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_0947c89ffe9f4b01",
+    "problem_id": "v2p_n11_a4da12bced83a45f",
+    "dataset_id": "n11",
+    "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=g, measure_col=-8.2027.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "-8.2027",
+      "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": 8.481388,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0947c89ffe9f4b01.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_0947c89ffe9f4b01",
+    "api_calls": 0,
+    "input_tokens": 14601,
+    "cached_input_tokens": 13696,
+    "output_tokens": 429,
+    "total_tokens": 15030,
+    "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": 11230.84,
+    "sql_execution_elapsed_ms_total": 10.63,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/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_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fc6253ef33e6c136a75e5fb9733042f9e0b1d33a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:47:17.007200+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": 11230.84, "started_at": "2026-05-19T15:47:05.775242+00:00", "ended_at": "2026-05-19T15:47:17.006130+00:00", "prompt_metrics": {"chars": 7624, "bytes_utf8": 7624, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 579, "bytes_utf8": 579, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 429, "reasoning_output_tokens": 265}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS group_value\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL is necessary because the schema stores numeric-looking fields as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..803f1ab2e1237a3530e6c5bf5ff73211eb433a43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_0947c89ffe9f4b01",
+  "api_calls": 0,
+  "input_tokens": 14601,
+  "cached_input_tokens": 13696,
+  "output_tokens": 429,
+  "total_tokens": 15030,
+  "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": 11230.84,
+  "sql_execution_elapsed_ms_total": 10.63,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0947c89ffe9f4b01/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_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..67c4c068cbf36081f9f3f2397f02d8d71226952e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:06:08.672868+00:00",
+  "ended_at": "2026-05-19T16:06:16.261431+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_0af37e8d7bfc761f",
+    "problem_id": "v2p_n11_4819daa2ece74842",
+    "dataset_id": "n11",
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "40.092",
+      "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": 33.58614,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..282017712076196fd87dc6bea9cc3e8c18bdcbeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_0af37e8d7bfc761f/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:11.983084+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": 3306.91, "started_at": "2026-05-19T16:06:08.675384+00:00", "ended_at": "2026-05-19T16:06:11.982326+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-c929-7cb3-9704-a01c26b34814\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:06:16.261325+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": 3276.46, "started_at": "2026-05-19T16:06:12.983943+00:00", "ended_at": "2026-05-19T16:06:16.260440+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-da0e-75e2-9aa4-05b7e40a4502\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a2321528aec7bf8692697cc516b22e37415eed0a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.
+Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7ddbc509c87e5f06c5cc6d8de7838ffb17e0ed70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_1a8eb469778f84e6
+-- problem_id: v2p_n11_f6c8bcef91f27ea2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure"
+FROM "n11"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e9b083067c21d48acdc7e9d0f7a17a7d794b4ba6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n       AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS \"avg_measure\"\nFROM \"n11\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.02}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..12c5724acc104954633fa3d301ce7505f059118e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:40:20.345434+00:00",
+  "ended_at": "2026-05-19T15:40:33.282125+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_1a8eb469778f84e6",
+    "problem_id": "v2p_n11_f6c8bcef91f27ea2",
+    "dataset_id": "n11",
+    "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=g, measure_col=28.7967.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "28.7967",
+      "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": 54.689052,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=50"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1a8eb469778f84e6.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_1a8eb469778f84e6",
+    "api_calls": 0,
+    "input_tokens": 14476,
+    "cached_input_tokens": 12032,
+    "output_tokens": 392,
+    "total_tokens": 14868,
+    "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": 12894.47,
+    "sql_execution_elapsed_ms_total": 38.02,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/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_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..44e102ef0c70fbdc01d0b01f9dae55e6de2c1363
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:33.242417+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": 12894.47, "started_at": "2026-05-19T15:40:20.347142+00:00", "ended_at": "2026-05-19T15:40:33.241638+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14476, "cached_input_tokens": 12032, "output_tokens": 392, "reasoning_output_tokens": 282}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS \\\"avg_measure\\\"\\nFROM \\\"n11\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is added because the schema stores feature values as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7adb35c26bd5fb76796240036db126a4830e4b15
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_1a8eb469778f84e6",
+  "api_calls": 0,
+  "input_tokens": 14476,
+  "cached_input_tokens": 12032,
+  "output_tokens": 392,
+  "total_tokens": 14868,
+  "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": 12894.47,
+  "sql_execution_elapsed_ms_total": 38.02,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1a8eb469778f84e6/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_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..045cd451678c38aa22dcd49caa031c7862f8ac21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=27.7004.
+Result preview: [{"g": "g", "group_value": 39886.705}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..02f6be5eefbf756a7e90cfcf657c1f3803f12f16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_1ddbfe6b4b2988bb
+-- problem_id: v2p_n11_70cc540c93762517
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("27.7004" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e000e4799bfdf751849b5a52b0c07564240bafb3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/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_tpch_relative_total_threshold\nWITH grouped AS (\n    SELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS group_value\n    FROM \"n11\"\n    GROUP BY \"g\"\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.05\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS group_value\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 39886.705}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.17}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..065cadca3e82921e120e946ea494d34ce61f861d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:46:19.509008+00:00",
+  "ended_at": "2026-05-19T15:46:29.357169+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_1ddbfe6b4b2988bb",
+    "problem_id": "v2p_n11_70cc540c93762517",
+    "dataset_id": "n11",
+    "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=g, measure_col=27.7004.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "27.7004",
+      "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": 16.369688,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1ddbfe6b4b2988bb.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_1ddbfe6b4b2988bb",
+    "api_calls": 0,
+    "input_tokens": 14601,
+    "cached_input_tokens": 13696,
+    "output_tokens": 469,
+    "total_tokens": 15070,
+    "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": 9828.21,
+    "sql_execution_elapsed_ms_total": 14.17,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/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_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..56bb69247fc194313ffbc21f53959e5d10bd06f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:46:29.340624+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": 9828.21, "started_at": "2026-05-19T15:46:19.511186+00:00", "ended_at": "2026-05-19T15:46:29.339433+00:00", "prompt_metrics": {"chars": 7625, "bytes_utf8": 7625, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 560, "bytes_utf8": 560, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 469, "reasoning_output_tokens": 305}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n    SELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS group_value\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n), total AS (\\n    SELECT SUM(group_value) AS total_value\\n    FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.05\\nORDER BY g.group_value DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast \\\"27.7004\\\" to REAL because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..94d38e6f0bbbb4f4e17d0911395cf3bd11868903
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_1ddbfe6b4b2988bb",
+  "api_calls": 0,
+  "input_tokens": 14601,
+  "cached_input_tokens": 13696,
+  "output_tokens": 469,
+  "total_tokens": 15070,
+  "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": 9828.21,
+  "sql_execution_elapsed_ms_total": 14.17,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_1ddbfe6b4b2988bb/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_b/n11/artifacts/v2q_n11_25465030e74246b4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3b1668f69d86b7862536e70ea939da79cbc53457
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.
+Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6d4d9201e5dbc0254447166049a0da3b87f7383a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_25465030e74246b4
+-- problem_id: v2p_n11_651894cb70c92d07
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("27.7004" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..51ebe383a0f8843a3b2e8f9429f39d0d92451292
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"27.7004\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.44}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..746e3d2d8beb99189273abc412d5e8a37aa0dcd5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:01:43.397512+00:00",
+  "ended_at": "2026-05-19T16:01:57.042326+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_25465030e74246b4",
+    "problem_id": "v2p_n11_651894cb70c92d07",
+    "dataset_id": "n11",
+    "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=27.7004.",
+    "bindings": {
+      "measure_col": "27.7004",
+      "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": 24.06035,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=8",
+      "sql_variant_index=1/1",
+      "binding_index=115"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 10,
+    "problem_index_within_template": 8,
+    "sql_variant_index": 1,
+    "sql_variant_total": 1
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_25465030e74246b4.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_25465030e74246b4",
+    "api_calls": 0,
+    "input_tokens": 14457,
+    "cached_input_tokens": 12032,
+    "output_tokens": 288,
+    "total_tokens": 14745,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12633.02,
+    "sql_execution_elapsed_ms_total": 5.44,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/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_b/n11/artifacts/v2q_n11_25465030e74246b4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aaaac322e229daddc863bda9ae419feac45413e8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:01:46.184099+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": 2783.91, "started_at": "2026-05-19T16:01:43.399407+00:00", "ended_at": "2026-05-19T16:01:46.183339+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-bd06-7613-ae3e-12042acf6d32\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:01:57.035097+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9849.11, "started_at": "2026-05-19T16:01:47.185092+00:00", "ended_at": "2026-05-19T16:01:57.034240+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12032, "output_tokens": 288, "reasoning_output_tokens": 178}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"27.7004\\\" and threshold 24.06035. CAST to REAL avoids lexicographic comparison because the schema stores values as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e974eb7379c66ef9cba10f5c25d0912b8525335e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_25465030e74246b4",
+  "api_calls": 0,
+  "input_tokens": 14457,
+  "cached_input_tokens": 12032,
+  "output_tokens": 288,
+  "total_tokens": 14745,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12633.02,
+  "sql_execution_elapsed_ms_total": 5.44,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_25465030e74246b4/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_b/n11/artifacts/v2q_n11_30332e24868db890/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c92c83981981c8ba3581336d7d6a7eb684f5fdec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n       AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 32.6}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f7231fd6775dce0ce7cd9676c0f737c620618fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:39:58.384191+00:00",
+  "ended_at": "2026-05-19T15:40:05.818280+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_30332e24868db890",
+    "problem_id": "v2p_n11_7e98b3e2ed0664a9",
+    "dataset_id": "n11",
+    "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=g, measure_col=81.8828.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "81.8828",
+      "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": 221.784256,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=49"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_30332e24868db890.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_30332e24868db890",
+    "api_calls": 0,
+    "input_tokens": 14476,
+    "cached_input_tokens": 13696,
+    "output_tokens": 225,
+    "total_tokens": 14701,
+    "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": 7397.9,
+    "sql_execution_elapsed_ms_total": 32.6,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/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_b/n11/artifacts/v2q_n11_30332e24868db890/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..9cf3b9a1eb6c725cdb4fbf0a1c81c3df266f6a24
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_30332e24868db890",
+  "api_calls": 0,
+  "input_tokens": 14476,
+  "cached_input_tokens": 13696,
+  "output_tokens": 225,
+  "total_tokens": 14701,
+  "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": 7397.9,
+  "sql_execution_elapsed_ms_total": 32.6,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_30332e24868db890/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_b/n11/artifacts/v2q_n11_3081aa83f75b7534/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5065f88f4490a0d2ee470b6b4af3098f9ad6dda5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.
+Result preview: [{"g": "h", "percentile_measure": 67.57493000000001}, {"g": "g", "percentile_measure": 29.4108}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2754ef5338cd200e2d24574c99052df7772be9f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/generated_sql.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_3081aa83f75b7534
+-- problem_id: v2p_n11_3e96e2b77214d0d8
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("16.0021" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("16.0021" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE NULLIF(TRIM("g"), '') IS NOT NULL
+    AND NULLIF(TRIM("16.0021"), '') IS NOT NULL
+),
+"targets" AS (
+  SELECT DISTINCT
+    "g",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+        THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+      ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1
+    END AS "hi"
+  FROM "ranked"
+)
+SELECT
+  "t"."g",
+  CASE
+    WHEN "t"."lo" = "t"."hi" THEN MAX(CASE WHEN "r"."rn" = "t"."lo" THEN "r"."measure" END)
+    ELSE MAX(CASE WHEN "r"."rn" = "t"."lo" THEN "r"."measure" END) +
+         ("t"."pos" - "t"."lo") *
+         (
+           MAX(CASE WHEN "r"."rn" = "t"."hi" THEN "r"."measure" END) -
+           MAX(CASE WHEN "r"."rn" = "t"."lo" THEN "r"."measure" END)
+         )
+  END AS "percentile_measure"
+FROM "targets" AS "t"
+JOIN "ranked" AS "r"
+  ON "r"."g" = "t"."g"
+GROUP BY "t"."g", "t"."cnt", "t"."pos", "t"."lo", "t"."hi"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..258ad11ceceed8aa82a9f952854448ffb54cce65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/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_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"g\",\n    CAST(\"16.0021\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"g\"\n      ORDER BY CAST(\"16.0021\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n  FROM \"n11\"\n  WHERE NULLIF(TRIM(\"g\"), '') IS NOT NULL\n    AND NULLIF(TRIM(\"16.0021\"), '') IS NOT NULL\n),\n\"targets\" AS (\n  SELECT DISTINCT\n    \"g\",\n    \"cnt\",\n    (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n    CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lo\",\n    CASE\n      WHEN (1.0 + (\"cnt\" - 1) * 0.9) = CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n        THEN CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER)\n      ELSE CAST((1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n    END AS \"hi\"\n  FROM \"ranked\"\n)\nSELECT\n  \"t\".\"g\",\n  CASE\n    WHEN \"t\".\"lo\" = \"t\".\"hi\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"lo\" THEN \"r\".\"measure\" END)\n    ELSE MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"lo\" THEN \"r\".\"measure\" END) +\n         (\"t\".\"pos\" - \"t\".\"lo\") *\n         (\n           MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"hi\" THEN \"r\".\"measure\" END) -\n           MAX(CASE WHEN \"r\".\"rn\" = \"t\".\"lo\" THEN \"r\".\"measure\" END)\n         )\n  END AS \"percentile_measure\"\nFROM \"targets\" AS \"t\"\nJOIN \"ranked\" AS \"r\"\n  ON \"r\".\"g\" = \"t\".\"g\"\nGROUP BY \"t\".\"g\", \"t\".\"cnt\", \"t\".\"pos\", \"t\".\"lo\", \"t\".\"hi\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE NULLIF(TRIM(\\\"g\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"16.0021\\\"), '') IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n  SELECT DISTINCT\\n    \\\"g\\\",\\n    \\\"cnt\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo\\\",\\n    CASE\\n      WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n        THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n      ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n    END AS \\\"hi\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"t\\\".\\\"g\\\",\\n  CASE\\n    WHEN \\\"t\\\".\\\"lo\\\" = \\\"t\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n    ELSE MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END) +\\n         (\\\"t\\\".\\\"pos\\\" - \\\"t\\\".\\\"lo\\\") *\\n         (\\n           MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"hi\\\" THEN \\\"r\\\".\\\"measure\\\" END) -\\n           MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n         )\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\" AS \\\"t\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n  ON \\\"r\\\".\\\"g\\\" = \\\"t\\\".\\\"g\\\"\\nGROUP BY \\\"t\\\".\\\"g\\\", \\\"t\\\".\\\"cnt\\\", \\\"t\\\".\\\"pos\\\", \\\"t\\\".\\\"lo\\\", \\\"t\\\".\\\"hi\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 67.57493000000001}, {\"g\": \"g\", \"percentile_measure\": 29.4108}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 81.83}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..969c99d6d0934a2e28c48f78970089827e664422
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:56:29.967476+00:00",
+  "ended_at": "2026-05-19T15:57:04.505041+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_3081aa83f75b7534",
+    "problem_id": "v2p_n11_3e96e2b77214d0d8",
+    "dataset_id": "n11",
+    "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=g, measure_col=16.0021.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "16.0021",
+      "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": 24.73995,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=1/2",
+      "binding_index=91"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3081aa83f75b7534.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_3081aa83f75b7534",
+    "api_calls": 0,
+    "input_tokens": 14503,
+    "cached_input_tokens": 13696,
+    "output_tokens": 2292,
+    "total_tokens": 16795,
+    "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": 34450.94,
+    "sql_execution_elapsed_ms_total": 81.83,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/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_b/n11/artifacts/v2q_n11_3081aa83f75b7534/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6c03a41dce09f7917ad77a236d16908c5bb53d05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:57:04.421318+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": 34450.94, "started_at": "2026-05-19T15:56:29.969537+00:00", "ended_at": "2026-05-19T15:57:04.420506+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1828, "bytes_utf8": 1828, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 2292, "reasoning_output_tokens": 1634}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE NULLIF(TRIM(\\\"g\\\"), '') IS NOT NULL\\n    AND NULLIF(TRIM(\\\"16.0021\\\"), '') IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n  SELECT DISTINCT\\n    \\\"g\\\",\\n    \\\"cnt\\\",\\n    (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n    CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lo\\\",\\n    CASE\\n      WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n        THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n      ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n    END AS \\\"hi\\\"\\n  FROM \\\"ranked\\\"\\n)\\nSELECT\\n  \\\"t\\\".\\\"g\\\",\\n  CASE\\n    WHEN \\\"t\\\".\\\"lo\\\" = \\\"t\\\".\\\"hi\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"t\\\".\\\"lo\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n    E"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4362f96fe90203e5827e3339d8da26655ca003a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_3081aa83f75b7534",
+  "api_calls": 0,
+  "input_tokens": 14503,
+  "cached_input_tokens": 13696,
+  "output_tokens": 2292,
+  "total_tokens": 16795,
+  "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": 34450.94,
+  "sql_execution_elapsed_ms_total": 81.83,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3081aa83f75b7534/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_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca2df3c4b2aab069ee969ee32e1e26fc890c5eb4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:03:07.905738+00:00",
+  "ended_at": "2026-05-19T16:03:15.722702+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_31aa5fceb3525f7d",
+    "problem_id": "v2p_n11_f9bb8b293b735c92",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 0.28525,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f3c13b930184e3c9cd51e47e41f27eea560b7412
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_31aa5fceb3525f7d/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:03:11.468529+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": 3559.88, "started_at": "2026-05-19T16:03:07.907520+00:00", "ended_at": "2026-05-19T16:03:11.467424+00:00", "prompt_metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-070d-7cf0-b97c-633ee1e6017c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:03:15.722604+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": 3252.26, "started_at": "2026-05-19T16:03:12.469560+00:00", "ended_at": "2026-05-19T16:03:15.721852+00:00", "prompt_metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-18ef-7892-9697-5f7d608ddb6a\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_38373ed167739771/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf695b2d5ef9a079663967f03803a5a6d6dd13b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918.
+Result preview: [{"g": "g", "total_measure": 4730.6667}, {"g": "h", "total_measure": 2502.7624}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2a52e1f9c1e4b3e16f9ee9b48e63e6e842dad191
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tpch_thresholded_group_ranking
+-- query_record_id: v2q_n11_38373ed167739771
+-- problem_id: v2p_n11_93cbe6a9bb5a2df4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+HAVING SUM(CAST("0.3918" AS REAL)) > 0.4424
+ORDER BY total_measure DESC
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b415ab5df952b78837809e1b29a84d0a9c3a523e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.3918\" AS REAL)) > 0.4424\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.4424\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 4730.6667}, {\"g\": \"h\", \"total_measure\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.66}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..eddcf9516cdaceb4afa3ff0b59d85f3041c561dd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:04:40.764228+00:00",
+  "ended_at": "2026-05-19T16:04:54.409258+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_38373ed167739771",
+    "problem_id": "v2p_n11_93cbe6a9bb5a2df4",
+    "dataset_id": "n11",
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "0.3918",
+      "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": 0.4424,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_38373ed167739771.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_38373ed167739771",
+    "api_calls": 0,
+    "input_tokens": 14509,
+    "cached_input_tokens": 12032,
+    "output_tokens": 303,
+    "total_tokens": 14812,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 12629.66,
+    "sql_execution_elapsed_ms_total": 8.66,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/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_b/n11/artifacts/v2q_n11_38373ed167739771/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41d7fc4bce1e674eb6590c6b9235500aa5a2b5bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:04:45.190096+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": 4423.03, "started_at": "2026-05-19T16:04:40.766145+00:00", "ended_at": "2026-05-19T16:04:45.189203+00:00", "prompt_metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-71cc-7110-895f-95bd98eebc0b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:04:54.399280+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8206.63, "started_at": "2026-05-19T16:04:46.191874+00:00", "ended_at": "2026-05-19T16:04:54.398545+00:00", "prompt_metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14509, "cached_input_tokens": 12032, "output_tokens": 303, "reasoning_output_tokens": 179}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.4424\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9c3888fff3f35c939b565ca439a464ace80eec5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_38373ed167739771",
+  "api_calls": 0,
+  "input_tokens": 14509,
+  "cached_input_tokens": 12032,
+  "output_tokens": 303,
+  "total_tokens": 14812,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 12629.66,
+  "sql_execution_elapsed_ms_total": 8.66,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_38373ed167739771/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_b/n11/artifacts/v2q_n11_3d666940b41faead/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ff7e6a0478b218b938e5db2283cb23f841f6e99b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.
+Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a12094f3e94fffd6b08cdefc798b2a1d03edaf55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_3d666940b41faead
+-- problem_id: v2p_n11_dbeac595dced7557
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dc5cad73711d0795ef7cc9751146824a449144a6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n       AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n       AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.86}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..3f092e9800eac7349f7f56f589cfb7fd6e15551a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:59:00.810291+00:00",
+  "ended_at": "2026-05-19T15:59:10.991594+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_3d666940b41faead",
+    "problem_id": "v2p_n11_dbeac595dced7557",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "g",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 240.56455,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3d666940b41faead.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_3d666940b41faead",
+    "api_calls": 0,
+    "input_tokens": 14519,
+    "cached_input_tokens": 13696,
+    "output_tokens": 426,
+    "total_tokens": 14945,
+    "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": 10171.14,
+    "sql_execution_elapsed_ms_total": 5.86,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/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_b/n11/artifacts/v2q_n11_3d666940b41faead/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c67b88f62fd19ee493fa38676681f9a0fc9fa156
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:59:10.984335+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": 10171.14, "started_at": "2026-05-19T15:59:00.812375+00:00", "ended_at": "2026-05-19T15:59:10.983546+00:00", "prompt_metrics": {"chars": 7293, "bytes_utf8": 7293, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 426, "reasoning_output_tokens": 313}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n       AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", computing the proportion of rows in each target group where \\\"g\\\" equals 'g'.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..614b33a3dc4e4fd09104d8950aba1ed6cfcf5c13
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_3d666940b41faead",
+  "api_calls": 0,
+  "input_tokens": 14519,
+  "cached_input_tokens": 13696,
+  "output_tokens": 426,
+  "total_tokens": 14945,
+  "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": 10171.14,
+  "sql_execution_elapsed_ms_total": 5.86,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3d666940b41faead/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_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2bb3c533612d8d484f056e7274fa6d1233775786
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.
+Result preview: [{"empirical_cdf_at_threshold": 0.7500394342499606}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..212046f48aacfae7955ecc2670c4690d55e09367
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/generated_sql.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_3ef720f8bf3788bc
+-- problem_id: v2p_n11_87c1075c377b5e02
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("0.3918" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4ad6f1cd246c8d862c79b7c40241c2cc83fc4dbb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.3918\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7500394342499606}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.34}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dfe6ae63832c6f3ef97212343dc19fe937b48bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:01:20.928572+00:00",
+  "ended_at": "2026-05-19T16:01:36.381596+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_3ef720f8bf3788bc",
+    "problem_id": "v2p_n11_87c1075c377b5e02",
+    "dataset_id": "n11",
+    "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=0.3918.",
+    "bindings": {
+      "measure_col": "0.3918",
+      "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": 0.5037,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3ef720f8bf3788bc.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_3ef720f8bf3788bc",
+    "api_calls": 0,
+    "input_tokens": 14457,
+    "cached_input_tokens": 12032,
+    "output_tokens": 455,
+    "total_tokens": 14912,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 14440.99,
+    "sql_execution_elapsed_ms_total": 5.34,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/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_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..dd261ac7f1d2d5cc34a1da32a6b7845008abacd1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:01:24.315498+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": 3384.37, "started_at": "2026-05-19T16:01:20.930373+00:00", "ended_at": "2026-05-19T16:01:24.314768+00:00", "prompt_metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f8-6527-7311-97f0-abe5e7821c7e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:01:36.374906+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11056.62, "started_at": "2026-05-19T16:01:25.317510+00:00", "ended_at": "2026-05-19T16:01:36.374175+00:00", "prompt_metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14457, "cached_input_tokens": 12032, "output_tokens": 455, "reasoning_output_tokens": 350}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n11\\\";\",\"notes\":\"Applied the provided Threshold Rarity CDF template on measure column \\\"0.3918\\\" with threshold 0.5037, casting from TEXT to REAL for SQLite numeric comparison.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c619dcd7852a2362ca172e9ed4da10248b64838
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_3ef720f8bf3788bc",
+  "api_calls": 0,
+  "input_tokens": 14457,
+  "cached_input_tokens": 12032,
+  "output_tokens": 455,
+  "total_tokens": 14912,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 14440.99,
+  "sql_execution_elapsed_ms_total": 5.34,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3ef720f8bf3788bc/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_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5eea10c34136630e1ca81d1060c2a0263f414e85
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.
+Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c47b335689dbee0e30d8bb9119200f0042c5a855
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/generated_sql.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_3fb033e5be736bb7
+-- problem_id: v2p_n11_ef3a2f3e7ae60755
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+WHERE "g" IS NOT NULL
+  AND "40.092" IS NOT NULL
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d5d30ac7ceb8fa41a10dbae5a79420d20051bf40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n       AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nWHERE \"g\" IS NOT NULL\n  AND \"40.092\" IS NOT NULL\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n  AND \\\"40.092\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 66.52}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f2adc459e1f393cbff5e15295030e5d92b051a2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:39:31.204394+00:00",
+  "ended_at": "2026-05-19T15:39:41.884684+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_3fb033e5be736bb7",
+    "problem_id": "v2p_n11_ef3a2f3e7ae60755",
+    "dataset_id": "n11",
+    "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=g, measure_col=40.092.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "40.092",
+      "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": 45.8841,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=1",
+      "sql_variant_index=1/2",
+      "binding_index=48"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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_b/n11/sql/v2q_n11_3fb033e5be736bb7.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_3fb033e5be736bb7",
+    "api_calls": 0,
+    "input_tokens": 14475,
+    "cached_input_tokens": 13696,
+    "output_tokens": 466,
+    "total_tokens": 14941,
+    "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": 10606.14,
+    "sql_execution_elapsed_ms_total": 66.52,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/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_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a229793621f170a38c3bb0c613986726a927de40
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:39:41.815040+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": 10606.14, "started_at": "2026-05-19T15:39:31.207243+00:00", "ended_at": "2026-05-19T15:39:41.813427+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 466, "reasoning_output_tokens": 332}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" IS NOT NULL\\n  AND \\\"40.092\\\" IS NOT NULL\\nORDER BY avg_measure DESC;\",\"notes\":\"Uses the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT; NULLs are filtered for a more stable slice-level view.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..4392232a8bf22d594670c1b900a6c8eed43b3267
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_3fb033e5be736bb7",
+  "api_calls": 0,
+  "input_tokens": 14475,
+  "cached_input_tokens": 13696,
+  "output_tokens": 466,
+  "total_tokens": 14941,
+  "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": 10606.14,
+  "sql_execution_elapsed_ms_total": 66.52,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_3fb033e5be736bb7/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_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c528d3ff7f35a72e3a188e3f58dddf925e62fabe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g.
+Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..823432768c30143894b085620cb30dfda5cad140
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_428682ba2a6bf8e4
+-- problem_id: v2p_n11_bca387fd6da1d28e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f5d5a35281808c15f5109d8940a4a2973071e4bf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"g\",\n    COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"g\\\",\\n    COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 16;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.3}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b37adab3855aa96256c08be7544ca7505f2dfe72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:02:25.714179+00:00",
+  "ended_at": "2026-05-19T16:02:32.782909+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_428682ba2a6bf8e4",
+    "problem_id": "v2p_n11_bca387fd6da1d28e",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 24.73995,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=2/2",
+      "binding_index=121"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 11,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_428682ba2a6bf8e4.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_428682ba2a6bf8e4",
+    "api_calls": 0,
+    "input_tokens": 14471,
+    "cached_input_tokens": 13696,
+    "output_tokens": 213,
+    "total_tokens": 14684,
+    "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": 7059.81,
+    "sql_execution_elapsed_ms_total": 5.3,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/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_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..14dbc5016cdcf5b94fd8dc93788a04598f6f87d5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T16:02:32.776222+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": 7059.81, "started_at": "2026-05-19T16:02:25.715509+00:00", "ended_at": "2026-05-19T16:02:32.775346+00:00", "prompt_metrics": {"chars": 7061, "bytes_utf8": 7061, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14471, "cached_input_tokens": 13696, "output_tokens": 213, "reasoning_output_tokens": 124}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"g\\\",\\n    COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 16;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 16.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..667eee50b21653877fdbb92b75938f5454b4d080
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_428682ba2a6bf8e4",
+  "api_calls": 0,
+  "input_tokens": 14471,
+  "cached_input_tokens": 13696,
+  "output_tokens": 213,
+  "total_tokens": 14684,
+  "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": 7059.81,
+  "sql_execution_elapsed_ms_total": 5.3,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_428682ba2a6bf8e4/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_b/n11/artifacts/v2q_n11_44fe509a581eaefe/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fdc1d940dc41a06f9acd9bfd44b87f5624a367f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.
+Result preview: [{"27.7004": 575.2407}, {"27.7004": 473.0654}, {"27.7004": 464.631}, {"27.7004": 444.401}, {"27.7004": 433.0957}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..083fc4400d72bddca3c9bb1a8db8acf5d4407f90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/generated_sql.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_44fe509a581eaefe
+-- problem_id: v2p_n11_4848690a00ddcd97
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("27.7004" AS REAL) AS "27.7004",
+           NTILE(10) OVER (ORDER BY CAST("27.7004" AS REAL) DESC) AS tail_bucket
+    FROM "n11"
+    WHERE "27.7004" IS NOT NULL
+)
+SELECT "27.7004"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "27.7004" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f442a19fc28f91e09b86234cb17979bb9ab305f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT CAST(\"27.7004\" AS REAL) AS \"27.7004\",\n           NTILE(10) OVER (ORDER BY CAST(\"27.7004\" AS REAL) DESC) AS tail_bucket\n    FROM \"n11\"\n    WHERE \"27.7004\" IS NOT NULL\n)\nSELECT \"27.7004\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"27.7004\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"27.7004\\\" AS REAL) AS \\\"27.7004\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC) AS tail_bucket\\n    FROM \\\"n11\\\"\\n    WHERE \\\"27.7004\\\" IS NOT NULL\\n)\\nSELECT \\\"27.7004\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"27.7004\\\" DESC;\", \"columns\": [\"27.7004\"], \"rows\": [{\"27.7004\": 575.2407}, {\"27.7004\": 473.0654}, {\"27.7004\": 464.631}, {\"27.7004\": 444.401}, {\"27.7004\": 433.0957}, {\"27.7004\": 402.925}, {\"27.7004\": 402.1863}, {\"27.7004\": 400.284}, {\"27.7004\": 396.3379}, {\"27.7004\": 384.3477}, {\"27.7004\": 381.2499}, {\"27.7004\": 377.9719}, {\"27.7004\": 374.603}, {\"27.7004\": 369.5594}, {\"27.7004\": 365.6528}, {\"27.7004\": 364.5869}, {\"27.7004\": 350.69}, {\"27.7004\": 349.1051}, {\"27.7004\": 344.4054}, {\"27.7004\": 339.167}, {\"27.7004\": 328.7287}, {\"27.7004\": 326.401}, {\"27.7004\": 325.4172}, {\"27.7004\": 319.5395}, {\"27.7004\": 315.3522}, {\"27.7004\": 303.528}, {\"27.7004\": 301.1996}, {\"27.7004\": 298.614}, {\"27.7004\": 282.706}, {\"27.7004\": 275.631}, {\"27.7004\": 274.0}, {\"27.7004\": 267.1098}, {\"27.7004\": 264.4892}, {\"27.7004\": 261.875}, {\"27.7004\": 253.046}, {\"27.7004\": 250.2342}, {\"27.7004\": 244.83}, {\"27.7004\": 236.6539}, {\"27.7004\": 228.595}, {\"27.7004\": 226.8701}, {\"27.7004\": 225.467}, {\"27.7004\": 221.873}, {\"27.7004\": 221.742}, {\"27.7004\": 220.664}, {\"27.7004\": 220.488}, {\"27.7004\": 219.896}, {\"27.7004\": 217.9336}, {\"27.7004\": 217.6721}, {\"27.7004\": 216.646}, {\"27.7004\": 215.373}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 64.84}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9751664a42f57587f4e0cdf31c24a979177a1f32
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:43:49.413090+00:00",
+  "ended_at": "2026-05-19T15:44:04.338229+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_44fe509a581eaefe",
+    "problem_id": "v2p_n11_4848690a00ddcd97",
+    "dataset_id": "n11",
+    "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=27.7004.",
+    "bindings": {
+      "measure_col": "27.7004",
+      "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": 24.06035,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_44fe509a581eaefe.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_44fe509a581eaefe",
+    "api_calls": 0,
+    "input_tokens": 14521,
+    "cached_input_tokens": 13696,
+    "output_tokens": 495,
+    "total_tokens": 15016,
+    "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": 14854.54,
+    "sql_execution_elapsed_ms_total": 64.84,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/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_b/n11/artifacts/v2q_n11_44fe509a581eaefe/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5d5d232ebd23f95d9e11d2df04dcf96b0c96653b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:44:04.271374+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": 14854.54, "started_at": "2026-05-19T15:43:49.415163+00:00", "ended_at": "2026-05-19T15:44:04.269738+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 536, "bytes_utf8": 536, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 495, "reasoning_output_tokens": 331}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"27.7004\\\" AS REAL) AS \\\"27.7004\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC) AS tail_bucket\\n    FROM \\\"n11\\\"\\n    WHERE \\\"27.7004\\\" IS NOT NULL\\n)\\nSELECT \\\"27.7004\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"27.7004\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"27.7004\\\" and num_tiles=10. Cast to REAL because the schema stores this numeric measure as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a522255d7d0d3cacf4536d7caded4f94689950f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_44fe509a581eaefe",
+  "api_calls": 0,
+  "input_tokens": 14521,
+  "cached_input_tokens": 13696,
+  "output_tokens": 495,
+  "total_tokens": 15016,
+  "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": 14854.54,
+  "sql_execution_elapsed_ms_total": 64.84,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_44fe509a581eaefe/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_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.
+Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5dc5085901c38fa7dc14e7613981f437f624bc91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_4d208148d5a42c0c
+-- problem_id: v2p_n11_5a9ff430e51ab704
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..aceb06c1d303212e23ae813342230e73915af0fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"g\",\n           SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"n11\"\n    GROUP BY \"g\"\n)\nSELECT \"g\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"g\\\",\\n           SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.07}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1797ce24a86c4c86388349148f02335182f23ff9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:38:45.797245+00:00",
+  "ended_at": "2026-05-19T15:38:56.566577+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_4d208148d5a42c0c",
+    "problem_id": "v2p_n11_5a9ff430e51ab704",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "g",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 70.12685,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=5",
+      "sql_variant_index=1/1",
+      "binding_index=40"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 4,
+    "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_b/n11/sql/v2q_n11_4d208148d5a42c0c.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_4d208148d5a42c0c",
+    "api_calls": 0,
+    "input_tokens": 14667,
+    "cached_input_tokens": 12032,
+    "output_tokens": 434,
+    "total_tokens": 15101,
+    "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": 10753.75,
+    "sql_execution_elapsed_ms_total": 11.07,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/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_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8334c0d718bd49638b18cc53c80abcf4cb71139d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:56.553588+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": 10753.75, "started_at": "2026-05-19T15:38:45.798697+00:00", "ended_at": "2026-05-19T15:38:56.552472+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 12032, "output_tokens": 434, "reasoning_output_tokens": 260}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"g\\\",\\n           SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned grouped ratio template exactly with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using 'g' as the positive value and 'h' as the negative value.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5b1ce6ae8232f524751e1f77d34b77b835a72ad
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_4d208148d5a42c0c",
+  "api_calls": 0,
+  "input_tokens": 14667,
+  "cached_input_tokens": 12032,
+  "output_tokens": 434,
+  "total_tokens": 15101,
+  "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": 10753.75,
+  "sql_execution_elapsed_ms_total": 11.07,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_4d208148d5a42c0c/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_b/n11/artifacts/v2q_n11_56405f30cd6026a5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82495b98c57e084a1dfcc271e580d230db7c828d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/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=g, measure_col=16.0021.
+Result preview: [{"g": "g", "total_measure": 229269.1468}, {"g": "h", "total_measure": 192596.8286}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ffe7506d087fe26412637dd4059b6cfaef8893ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_56405f30cd6026a5
+-- problem_id: v2p_n11_5215d6410ddebb44
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..86e9524512f42ca4992cc799cd675a0b6bed0baf
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/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 \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 229269.1468}, {\"g\": \"h\", \"total_measure\": 192596.8286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.35}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..19d410585e212b551fda9a0c0eea893aec2bb337
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:28:35.610268+00:00",
+  "ended_at": "2026-05-19T15:28:43.067410+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_56405f30cd6026a5",
+    "problem_id": "v2p_n11_5215d6410ddebb44",
+    "dataset_id": "n11",
+    "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=g, measure_col=16.0021.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "16.0021",
+      "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": 24.73995,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_56405f30cd6026a5.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_56405f30cd6026a5",
+    "api_calls": 0,
+    "input_tokens": 14465,
+    "cached_input_tokens": 4480,
+    "output_tokens": 230,
+    "total_tokens": 14695,
+    "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": 7430.07,
+    "sql_execution_elapsed_ms_total": 20.35,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/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_b/n11/artifacts/v2q_n11_56405f30cd6026a5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6d57153502fc7b5f885ac5a425873b2a81b444ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:43.043451+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": 7430.07, "started_at": "2026-05-19T15:28:35.611687+00:00", "ended_at": "2026-05-19T15:28:43.041794+00:00", "prompt_metrics": {"chars": 7067, "bytes_utf8": 7067, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 4480, "output_tokens": 230, "reasoning_output_tokens": 130}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Applied the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". CAST to REAL is used because the schema stores this numeric field as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..b539ce678108017e6c308c983ca839f1ed634dc7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_56405f30cd6026a5",
+  "api_calls": 0,
+  "input_tokens": 14465,
+  "cached_input_tokens": 4480,
+  "output_tokens": 230,
+  "total_tokens": 14695,
+  "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": 7430.07,
+  "sql_execution_elapsed_ms_total": 20.35,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_56405f30cd6026a5/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_b/n11/artifacts/v2q_n11_5c59b054c9caa859/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2fc85563bc7e8eec9969709c584346a5788adad8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/run_manifest.json
@@ -0,0 +1,72 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:00:06.811568+00:00",
+  "ended_at": "2026-05-19T16:00:13.729656+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_5c59b054c9caa859",
+    "problem_id": "v2p_n11_8bc99f902080cf50",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "h",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 24.73995,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_b/n11/artifacts/v2q_n11_5c59b054c9caa859/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..fa3f8746c5e4eefe2c5851823cf411491ffd9e00
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59b054c9caa859/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:00:09.617070+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": 2803.17, "started_at": "2026-05-19T16:00:06.813025+00:00", "ended_at": "2026-05-19T16:00:09.616224+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-43c2-77a3-9f97-7f2c9535320b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:00:13.729558+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": 3110.53, "started_at": "2026-05-19T16:00:10.618193+00:00", "ended_at": "2026-05-19T16:00:13.728758+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f7-5292-7000-a3b2-0276732b965b\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc87ba80f53b23d2b27e5359e585d253ce8a9980
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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=g, measure_col=28.7967.
+Result preview: [{"g": "g", "total_measure": 538318.9745}, {"g": "h", "total_measure": 474470.1565}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3c45c46d545a894e1a1351edba0030cac4d21685
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_5c59c8e6d5909aaa
+-- problem_id: v2p_n11_b0cec32451486f46
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("28.7967" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6f071a3a9ff87ac25755baa3605bc47fd6cbb82d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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 \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 538318.9745}, {\"g\": \"h\", \"total_measure\": 474470.1565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.53}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4cf23cceb09b244859c7e1926a9262815a48f074
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:28:26.381198+00:00",
+  "ended_at": "2026-05-19T15:28:35.609714+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_5c59c8e6d5909aaa",
+    "problem_id": "v2p_n11_b0cec32451486f46",
+    "dataset_id": "n11",
+    "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=g, measure_col=28.7967.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "28.7967",
+      "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": 54.689052,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5c59c8e6d5909aaa.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_5c59c8e6d5909aaa",
+    "api_calls": 0,
+    "input_tokens": 14465,
+    "cached_input_tokens": 4480,
+    "output_tokens": 313,
+    "total_tokens": 14778,
+    "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": 9215.77,
+    "sql_execution_elapsed_ms_total": 8.53,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..26d3d12aa6ca742d47b939b8495d5eee0da3032b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:28:35.599746+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": 9215.77, "started_at": "2026-05-19T15:28:26.383096+00:00", "ended_at": "2026-05-19T15:28:35.598900+00:00", "prompt_metrics": {"chars": 7070, "bytes_utf8": 7070, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 4480, "output_tokens": 313, "reasoning_output_tokens": 209}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is included because the schema stores this numeric field as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..8649eeffc695675ebcd65b3faaa0d417ca209b11
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_5c59c8e6d5909aaa",
+  "api_calls": 0,
+  "input_tokens": 14465,
+  "cached_input_tokens": 4480,
+  "output_tokens": 313,
+  "total_tokens": 14778,
+  "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": 9215.77,
+  "sql_execution_elapsed_ms_total": 8.53,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_5c59c8e6d5909aaa/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_b/n11/artifacts/v2q_n11_71222c045ed281d9/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c2cdd87551eef3dc74a32e479f7244dee6294ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:03:00.618891+00:00",
+  "ended_at": "2026-05-19T16:03:07.905366+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_71222c045ed281d9",
+    "problem_id": "v2p_n11_619bd55dab147e08",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 0.5037,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_b/n11/artifacts/v2q_n11_71222c045ed281d9/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ff04346e4b8371a67108c61764d1a3ef9098e934
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_71222c045ed281d9/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:03:03.875951+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": 3254.73, "started_at": "2026-05-19T16:03:00.620479+00:00", "ended_at": "2026-05-19T16:03:03.875241+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-ea78-7793-b011-d5dcfb9b6a80\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:03:07.905279+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": 3027.7, "started_at": "2026-05-19T16:03:04.876817+00:00", "ended_at": "2026-05-19T16:03:07.904552+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-fb3a-70a1-beae-a72c36e5b76c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_7150369dd78e8895/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a0163a52bb623219bd1193123f971370dadde5d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, measure_col=16.0021.
+Result preview: [{"g": "h", "2.6449": "3.0382", "total_measure": 290.9726, "share_within_group": 0.15107860400147832}, {"g": "h", "2.6449": "3.7684", "total_measure": 256.382, "share_within_group": 0.13311849518170105}, {"g": "h", "2.6449": "4.905", "total_measure": 228.0385, "share_within_group": 0.11840200155819179}, {"g": "h", "2.6449": "3.3614", "total_measure": 227.6309, "share_within_group": 0.11819036775146566}, {"g": "h", "2.6449": "3.4859", "total_measure": 221.1135, "share_within_group": 0.11480640756511397}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ea275bec1bf9f84a985d0dd64e85a2a43da89458
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_7150369dd78e8895
+-- problem_id: v2p_n11_b8a95946ab97a25a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "g",
+  "2.6449",
+  SUM(CAST("16.0021" AS REAL)) AS total_measure,
+  SUM(CAST("16.0021" AS REAL)) * 100.0 / SUM(SUM(CAST("16.0021" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "2.6449"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c0fd7a84fdf52a34f52d9dc1515d8fc51a132c5c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/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_tpcds_within_group_share\nSELECT\n  \"g\",\n  \"2.6449\",\n  SUM(CAST(\"16.0021\" AS REAL)) AS total_measure,\n  SUM(CAST(\"16.0021\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"16.0021\" AS REAL))) OVER (PARTITION BY \"g\") AS share_within_group\nFROM \"n11\"\nGROUP BY \"g\", \"2.6449\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"g\\\",\\n  \\\"2.6449\\\",\\n  SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"16.0021\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"16.0021\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"2.6449\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"g\", \"2.6449\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"g\": \"h\", \"2.6449\": \"3.0382\", \"total_measure\": 290.9726, \"share_within_group\": 0.15107860400147832}, {\"g\": \"h\", \"2.6449\": \"3.7684\", \"total_measure\": 256.382, \"share_within_group\": 0.13311849518170105}, {\"g\": \"h\", \"2.6449\": \"4.905\", \"total_measure\": 228.0385, \"share_within_group\": 0.11840200155819179}, {\"g\": \"h\", \"2.6449\": \"3.3614\", \"total_measure\": 227.6309, \"share_within_group\": 0.11819036775146566}, {\"g\": \"h\", \"2.6449\": \"3.4859\", \"total_measure\": 221.1135, \"share_within_group\": 0.11480640756511397}, {\"g\": \"h\", \"2.6449\": \"3.5\", \"total_measure\": 220.5144, \"share_within_group\": 0.11449534325301967}, {\"g\": \"h\", \"2.6449\": \"3.3265\", \"total_measure\": 213.9675, \"share_within_group\": 0.11109606609586717}, {\"g\": \"h\", \"2.6449\": \"3.7465\", \"total_measure\": 211.8192, \"share_within_group\": 0.1099806271680218}, {\"g\": \"h\", \"2.6449\": \"3.8487\", \"total_measure\": 207.5777, \"share_within_group\": 0.10777835829847096}, {\"g\": \"h\", \"2.6449\": \"3.4102\", \"total_measure\": 205.05239999999998, \"share_within_group\": 0.10646717367598439}, {\"g\": \"h\", \"2.6449\": \"3.7929\", \"total_measure\": 203.1891, \"share_within_group\": 0.1054997122626556}, {\"g\": \"h\", \"2.6449\": \"4.382\", \"total_measure\": 201.364, \"share_within_group\": 0.10455208502846552}, {\"g\": \"h\", \"2.6449\": \"3.4987\", \"total_measure\": 200.2345, \"share_within_group\": 0.10396562677356568}, {\"g\": \"h\", \"2.6449\": \"3.5814\", \"total_measure\": 199.7028, \"share_within_group\": 0.10368955784560617}, {\"g\": \"h\", \"2.6449\": \"3.5614\", \"total_measure\": 197.7905, \"share_within_group\": 0.10269665468416751}, {\"g\": \"g\", \"2.6449\": \"2.4526\", \"total_measure\": 233.6402, \"share_within_group\": 0.10190651610171213}, {\"g\": \"h\", \"2.6449\": \"4.165\", \"total_measure\": 196.07150000000001, \"share_within_group\": 0.10180411662292554}, {\"g\": \"h\", \"2.6449\": \"3.4782\", \"total_measure\": 195.8043, \"share_within_group\": 0.1016653812128244}, {\"g\": \"h\", \"2.6449\": \"3.5786\", \"total_measure\": 191.95080000000002, \"share_within_group\": 0.09966456945075575}, {\"g\": \"h\", \"2.6449\": \"5.3233\", \"total_measure\": 190.5432, \"share_within_group\": 0.09893371629484868}, {\"g\": \"h\", \"2.6449\": \"3.7006\", \"total_measure\": 190.1556, \"share_within_group\": 0.09873246687510615}, {\"g\": \"h\", \"2.6449\": \"3.6078\", \"total_measure\": 190.139, \"share_within_group\": 0.09872384783390976}, {\"g\": \"h\", \"2.6449\": \"3.5198\", \"total_measure\": 188.8866, \"share_within_group\": 0.09807357752099559}, {\"g\": \"h\", \"2.6449\": \"5.1795\", \"total_measure\": 186.928, \"share_within_group\": 0.09705663450368984}, {\"g\": \"h\", \"2.6449\": \"3.5196\", \"total_measure\": 186.1778, \"share_within_group\": 0.09666711614793431}, {\"g\": \"h\", \"2.6449\": \"3.5426\", \"total_measure\": 186.0121, \"share_within_group\": 0.09658108150177504}, {\"g\": \"h\", \"2.6449\": \"4.0558\", \"total_measure\": 185.6768, \"share_within_group\": 0.09640698725399469}, {\"g\": \"h\", \"2.6449\": \"3.52\", \"total_measure\": 185.232, \"share_within_group\": 0.09617603848747902}, {\"g\": \"h\", \"2.6449\": \"3.9528\", \"total_measure\": 183.7861, \"share_within_group\": 0.09542529923049833}, {\"g\": \"h\", \"2.6449\": \"3.5194\", \"total_measure\": 181.2964, \"share_within_group\": 0.0941325988168426}, {\"g\": \"g\", \"2.6449\": \"2.1508\", \"total_measure\": 215.7281, \"share_within_group\": 0.09409382073907557}, {\"g\": \"g\", \"2.6449\": \"2.3936\", \"total_measure\": 214.52429999999998, \"share_within_group\": 0.0935687609930077}, {\"g\": \"h\", \"2.6449\": \"3.4879\", \"total_measure\": 179.2924, \"share_within_group\": 0.09309208324108405}, {\"g\": \"g\", \"2.6449\": \"2.29\", \"total_measure\": 213.1837, \"share_within_group\": 0.0929840333841204}, {\"g\": \"h\", \"2.6449\": \"3.6977\", \"total_measure\": 178.3678, \"share_within_group\": 0.09261201303083139}, {\"g\": \"h\", \"2.6449\": \"3.5848\", \"total_measure\": 177.782, \"share_within_group\": 0.09230785433608121}, {\"g\": \"h\", \"2.6449\": \"3.5358\", \"total_measure\": 175.3288, \"share_within_group\": 0.09103410542867059}, {\"g\": \"h\", \"2.6449\": \"4.6444\", \"total_measure\": 174.5034, \"share_within_group\": 0.09060554177785667}, {\"g\": \"h\", \"2.6449\": \"3.0145\", \"total_measure\": 174.1104, \"share_within_group\": 0.09040148857362856}, {\"g\": \"h\", \"2.6449\": \"3.5345\", \"total_measure\": 172.926, \"share_within_group\": 0.08978652517645869}, {\"g\": \"h\", \"2.6449\": \"3.2032\", \"total_measure\": 172.5359, \"share_within_group\": 0.08958397770834321}, {\"g\": \"g\", \"2.6449\": \"2.6069\", \"total_measure\": 205.2453, \"share_within_group\": 0.08952155266623953}, {\"g\": \"g\", \"2.6449\": \"2.3664\", \"total_measure\": 205.1604, \"share_within_group\": 0.08948452195313007}, {\"g\": \"h\", \"2.6449\": \"4.0709\", \"total_measure\": 171.9848, \"share_within_group\": 0.08929783592500962}, {\"g\": \"h\", \"2.6449\": \"3.4333\", \"total_measure\": 170.862, \"share_within_group\": 0.08871485643974929}, {\"g\": \"g\", \"2.6449\": \"2.3531\", \"total_measure\": 202.9014, \"share_within_group\": 0.08849921711315062}, {\"g\": \"h\", \"2.6449\": \"4.4923\", \"total_measure\": 170.2863, \"share_within_group\": 0.08841594186042584}, {\"g\": \"h\", \"2.6449\": \"3.5132\", \"total_measure\": 169.6876, \"share_within_group\": 0.08810508523607123}, {\"g\": \"h\", \"2.6449\": \"4.157\", \"total_measure\": 169.0818, \"share_within_group\": 0.08779054215433742}, {\"g\": \"g\", \"2.6449\": \"2.3483\", \"total_measure\": 200.5709, \"share_within_group\": 0.08748272621913905}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 44.59}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..640aa97c1f10c0eb234d55f3ad33b3a54ef1dc7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/run_manifest.json
@@ -0,0 +1,91 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:36:30.093774+00:00",
+  "ended_at": "2026-05-19T15:36:54.541176+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_7150369dd78e8895",
+    "problem_id": "v2p_n11_b8a95946ab97a25a",
+    "dataset_id": "n11",
+    "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=g, measure_col=16.0021.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "16.0021",
+      "item_col": "2.6449",
+      "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": 21.318232,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7150369dd78e8895.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_7150369dd78e8895",
+    "api_calls": 0,
+    "input_tokens": 14586,
+    "cached_input_tokens": 12032,
+    "output_tokens": 1144,
+    "total_tokens": 15730,
+    "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": 24395.74,
+    "sql_execution_elapsed_ms_total": 44.59,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/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_b/n11/artifacts/v2q_n11_7150369dd78e8895/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a56051d51f17393fe684357e72ffe69018e9ad5f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:36:54.494140+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": 24395.74, "started_at": "2026-05-19T15:36:30.097524+00:00", "ended_at": "2026-05-19T15:36:54.493300+00:00", "prompt_metrics": {"chars": 7479, "bytes_utf8": 7479, "lines": 230, "estimated_tokens": null}, "response_metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14586, "cached_input_tokens": 12032, "output_tokens": 1144, "reasoning_output_tokens": 969}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n  \\\"g\\\",\\n  \\\"2.6449\\\",\\n  SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure,\\n  SUM(CAST(\\\"16.0021\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"16.0021\\\" AS REAL))) OVER (PARTITION BY \\\"g\\\") AS share_within_group\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\", \\\"2.6449\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Uses the planned template with group_col=\\\"g\\\", item_col=\\\"2.6449\\\", and measure_col=\\\"16.0021\\\". The measure column is cast from TEXT to REAL for numeric aggregation in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c99b8e0e2b8e262684e5e69e2f90672722dbac2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_7150369dd78e8895",
+  "api_calls": 0,
+  "input_tokens": 14586,
+  "cached_input_tokens": 12032,
+  "output_tokens": 1144,
+  "total_tokens": 15730,
+  "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": 24395.74,
+  "sql_execution_elapsed_ms_total": 44.59,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7150369dd78e8895/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_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..601a41242a1d57da2c43e7a42f9ec83f5421ed82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/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=g, measure_col=0.3918.
+Result preview: [{"g": "g", "total_measure": 4730.6667}, {"g": "h", "total_measure": 2502.7624}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ac6efe670670cbe650af34562928af951a57bf81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_720cc3ec7773abc0
+-- problem_id: v2p_n11_f915285db9218bf4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.3918" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..208e5334260431183ea3da92f498c8dfc1d45f76
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/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 \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS \"total_measure\"\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY \"total_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 4730.6667}, {\"g\": \"h\", \"total_measure\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.19}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf77ef1299393bff8f77b4483c2d916323cc8f38
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:29:15.063383+00:00",
+  "ended_at": "2026-05-19T15:29:23.406280+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_720cc3ec7773abc0",
+    "problem_id": "v2p_n11_f915285db9218bf4",
+    "dataset_id": "n11",
+    "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=g, measure_col=0.3918.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "0.3918",
+      "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": 0.4424,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_720cc3ec7773abc0.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_720cc3ec7773abc0",
+    "api_calls": 0,
+    "input_tokens": 14465,
+    "cached_input_tokens": 12032,
+    "output_tokens": 320,
+    "total_tokens": 14785,
+    "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": 8329.09,
+    "sql_execution_elapsed_ms_total": 10.19,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/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_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1cdb5b302a8b9107254794f467e8b8546729ef21
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:23.394819+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": 8329.09, "started_at": "2026-05-19T15:29:15.064853+00:00", "ended_at": "2026-05-19T15:29:23.393976+00:00", "prompt_metrics": {"chars": 7066, "bytes_utf8": 7066, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 320, "reasoning_output_tokens": 213}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"total_measure\\\" DESC;\",\"notes\":\"Used the planned Grouped Numeric Sum template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast \\\"0.3918\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f0c6d2e8717937b0d293350866626bad79a24c0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_720cc3ec7773abc0",
+  "api_calls": 0,
+  "input_tokens": 14465,
+  "cached_input_tokens": 12032,
+  "output_tokens": 320,
+  "total_tokens": 14785,
+  "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": 8329.09,
+  "sql_execution_elapsed_ms_total": 10.19,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_720cc3ec7773abc0/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_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.
+Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..daa33d1f12976495f497039fe94f332abf550b8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_738af8d2aed2fd77
+-- problem_id: v2p_n11_e5f6485366ace864
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT
+        "g",
+        SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS "numerator_count",
+        SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT
+    "g",
+    CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio"
+FROM "grouped"
+ORDER BY "condition_ratio" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9c9b24dbf0ecf41256aed7946fcb06afbb98b353
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH \"grouped\" AS (\n    SELECT\n        \"g\",\n        SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS \"numerator_count\",\n        SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS \"denominator_count\"\n    FROM \"n11\"\n    GROUP BY \"g\"\n)\nSELECT\n    \"g\",\n    CAST(\"numerator_count\" AS FLOAT) / NULLIF(\"denominator_count\", 0) AS \"condition_ratio\"\nFROM \"grouped\"\nORDER BY \"condition_ratio\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"g\\\",\\n        SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n)\\nSELECT\\n    \\\"g\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.32}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..61f0d827ef1ea5f35d95070c2845c77e7304bf08
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:38:15.102660+00:00",
+  "ended_at": "2026-05-19T15:38:29.945598+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_738af8d2aed2fd77",
+    "problem_id": "v2p_n11_e5f6485366ace864",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "g",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 45.8841,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_738af8d2aed2fd77.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_738af8d2aed2fd77",
+    "api_calls": 0,
+    "input_tokens": 14667,
+    "cached_input_tokens": 13696,
+    "output_tokens": 745,
+    "total_tokens": 15412,
+    "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": 14828.31,
+    "sql_execution_elapsed_ms_total": 9.32,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/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_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c862d3348b87fae7af52f70fc8e3d6b19ed16f99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:29.934731+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": 14828.31, "started_at": "2026-05-19T15:38:15.105011+00:00", "ended_at": "2026-05-19T15:38:29.933368+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 806, "bytes_utf8": 806, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 745, "reasoning_output_tokens": 516}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH \\\"grouped\\\" AS (\\n    SELECT\\n        \\\"g\\\",\\n        SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS \\\"numerator_count\\\",\\n        SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS \\\"denominator_count\\\"\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n)\\nSELECT\\n    \\\"g\\\",\\n    CAST(\\\"numerator_count\\\" AS FLOAT) / NULLIF(\\\"denominator_count\\\", 0) AS \\\"condition_ratio\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"condition_ratio\\\" DESC;\",\"notes\":\"Applied the required grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" on the single table \\\"n11\\\", using positive_value='g' and negative_value='h'. Because the grouping column and condition column are the same, groups where \\\"g\\\"='g' will have a zero denominator and yield NULL ratios via NULLIF.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..e379e561424c82ddcd37a085764843bcc5e06a09
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_738af8d2aed2fd77",
+  "api_calls": 0,
+  "input_tokens": 14667,
+  "cached_input_tokens": 13696,
+  "output_tokens": 745,
+  "total_tokens": 15412,
+  "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": 14828.31,
+  "sql_execution_elapsed_ms_total": 9.32,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_738af8d2aed2fd77/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_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c33f48e399e5d8203f7d875f4ee736fc1aac7aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.
+Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..865f03583624bedaae62532b86a1aa79393915e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_7cf08d833c0e81f8
+-- problem_id: v2p_n11_69262306240370e7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f938b3ee72de11f026fab1338e46fdc4af78763d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n       AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n       AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.93}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b037ca82a8e68acd70e7f21f21338c31f2ae3777
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:59:10.992153+00:00",
+  "ended_at": "2026-05-19T15:59:30.482070+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_7cf08d833c0e81f8",
+    "problem_id": "v2p_n11_69262306240370e7",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "h",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 240.56455,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7cf08d833c0e81f8.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_7cf08d833c0e81f8",
+    "api_calls": 0,
+    "input_tokens": 14520,
+    "cached_input_tokens": 13696,
+    "output_tokens": 404,
+    "total_tokens": 14924,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 18463.93,
+    "sql_execution_elapsed_ms_total": 16.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/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_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd7f979289f86350eef31e37c3a31fbc40522a3e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:59:14.463507+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": 3469.21, "started_at": "2026-05-19T15:59:10.993552+00:00", "ended_at": "2026-05-19T15:59:14.462784+00:00", "prompt_metrics": {"chars": 7300, "bytes_utf8": 7300, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f6-69a1-73d0-9e3f-d49d065238ea\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:59:30.462123+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14994.72, "started_at": "2026-05-19T15:59:15.464824+00:00", "ended_at": "2026-05-19T15:59:30.459616+00:00", "prompt_metrics": {"chars": 7300, "bytes_utf8": 7300, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14520, "cached_input_tokens": 13696, "output_tokens": 404, "reasoning_output_tokens": 295}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n       AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applies the grouped condition-rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", measuring the within-group proportion of rows where \\\"g\\\" = 'h' for each group.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca4b88ca3e0dbdb39f87691bd45c4e83f084c8ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_7cf08d833c0e81f8",
+  "api_calls": 0,
+  "input_tokens": 14520,
+  "cached_input_tokens": 13696,
+  "output_tokens": 404,
+  "total_tokens": 14924,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 18463.93,
+  "sql_execution_elapsed_ms_total": 16.93,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_7cf08d833c0e81f8/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_b/n11/artifacts/v2q_n11_83a9e421980cbe11/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1db2eb4d584e0028d9db11f4e5575628a2849d2e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.
+Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f8adf7fa7d5c57d5116197d7b894b2bb22363383
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/generated_sql.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_83a9e421980cbe11
+-- problem_id: v2p_n11_e315eea028f1cf53
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..efe5572b4f66557c37b44f13baa5149d1ac2bb93
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n    SELECT \"g\",\n           SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n           SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n    FROM \"n11\"\n    GROUP BY \"g\"\n)\nSELECT \"g\",\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"g\\\",\\n           SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.52}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..acaa1bdca73f81770f0b844176853ed3e077cb9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:38:29.946857+00:00",
+  "ended_at": "2026-05-19T15:38:45.796707+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_83a9e421980cbe11",
+    "problem_id": "v2p_n11_e315eea028f1cf53",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "g",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 240.56455,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83a9e421980cbe11.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_83a9e421980cbe11",
+    "api_calls": 0,
+    "input_tokens": 14667,
+    "cached_input_tokens": 13696,
+    "output_tokens": 583,
+    "total_tokens": 15250,
+    "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": 15837.93,
+    "sql_execution_elapsed_ms_total": 7.52,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/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_b/n11/artifacts/v2q_n11_83a9e421980cbe11/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..68314a46ea4eecf0283c8d6669ebac672decf56f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:38:45.787826+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": 15837.93, "started_at": "2026-05-19T15:38:29.949112+00:00", "ended_at": "2026-05-19T15:38:45.787077+00:00", "prompt_metrics": {"chars": 7862, "bytes_utf8": 7862, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 687, "bytes_utf8": 687, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14667, "cached_input_tokens": 13696, "output_tokens": 583, "reasoning_output_tokens": 395}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n    SELECT \\\"g\\\",\\n           SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n           SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n    FROM \\\"n11\\\"\\n    GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the required template with both group_col and condition_col bound to \\\"g\\\". Because the grouping column and condition column are the same, the group where \\\"g\\\" = 'g' will have a zero denominator and produce NULL through NULLIF.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4a5e94d380688989ebd1c62a166675e555622f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_83a9e421980cbe11",
+  "api_calls": 0,
+  "input_tokens": 14667,
+  "cached_input_tokens": 13696,
+  "output_tokens": 583,
+  "total_tokens": 15250,
+  "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": 15837.93,
+  "sql_execution_elapsed_ms_total": 7.52,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_83a9e421980cbe11/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_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d75ca58e5fe1090b3ea8f591453901c8fb22fffd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=g.
+Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b4c8881959c0e9a97c32dcfde278feb0377a0675
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_8528d1d5ab8bd674
+-- problem_id: v2p_n11_310dd9fbbf3ffa9f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..133fef639bd4456644d942d2b87eade9a9969eec
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"g\",\n    COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"g\\\",\\n    COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 17;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.77}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..216fbe15dd068a6e1f4108e657e24e80188e8a82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:02:40.065348+00:00",
+  "ended_at": "2026-05-19T16:02:52.487761+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_8528d1d5ab8bd674",
+    "problem_id": "v2p_n11_310dd9fbbf3ffa9f",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 3.1016,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8528d1d5ab8bd674.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_8528d1d5ab8bd674",
+    "api_calls": 0,
+    "input_tokens": 14470,
+    "cached_input_tokens": 12032,
+    "output_tokens": 260,
+    "total_tokens": 14730,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11402.42,
+    "sql_execution_elapsed_ms_total": 11.77,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/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_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..2eeff7d59e46be77bcae27ec4f66131b18feadd7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:02:43.441575+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": 3374.02, "started_at": "2026-05-19T16:02:40.066744+00:00", "ended_at": "2026-05-19T16:02:43.440792+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-9a49-7742-a421-ce1b1d8baa6c\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:02:52.473084+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 8028.4, "started_at": "2026-05-19T16:02:44.443037+00:00", "ended_at": "2026-05-19T16:02:52.471495+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 314, "bytes_utf8": 314, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14470, "cached_input_tokens": 12032, "output_tokens": 260, "reasoning_output_tokens": 170}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"g\\\",\\n    COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 17;\",\"notes\":\"Counts rows per value of \\\"g\\\" and returns the lowest-support groups first, using the planned template and binding group_col=g.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f0315491f1b13061ebce4bc3ed50e794667d41a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_8528d1d5ab8bd674",
+  "api_calls": 0,
+  "input_tokens": 14470,
+  "cached_input_tokens": 12032,
+  "output_tokens": 260,
+  "total_tokens": 14730,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11402.42,
+  "sql_execution_elapsed_ms_total": 11.77,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8528d1d5ab8bd674/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_b/n11/artifacts/v2q_n11_8700803d1ee828ab/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a0d086a0bd3b92c061d1b46aac1490fe6734e89
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/run_manifest.json
@@ -0,0 +1,67 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:03:37.282899+00:00",
+  "ended_at": "2026-05-19T16:03:46.178139+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_8700803d1ee828ab",
+    "problem_id": "v2p_n11_a5482420567e3fb9",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 24.06035,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_b/n11/artifacts/v2q_n11_8700803d1ee828ab/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..de8f74bb283cf163be570e0efb915327b3fc7c1f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_8700803d1ee828ab/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:03:42.393572+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": 5107.07, "started_at": "2026-05-19T16:03:37.285737+00:00", "ended_at": "2026-05-19T16:03:42.392835+00:00", "prompt_metrics": {"chars": 7061, "bytes_utf8": 7061, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-79d6-75e2-a923-bc66169ae255\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:03:46.178006+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": 2782.51, "started_at": "2026-05-19T16:03:43.394414+00:00", "ended_at": "2026-05-19T16:03:46.176961+00:00", "prompt_metrics": {"chars": 7061, "bytes_utf8": 7061, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fa-91b5-75b3-88bc-6a2f4e3a680d\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_9f61b37970c6e382/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4b773d8ef6ea3ed95a5cf47d9431bd5ffaadd671
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.
+Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3acd07f6c09d53c0ccb2c3a9db370dfc98c5c8c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_9f61b37970c6e382
+-- problem_id: v2p_n11_49c29b8f5b91a5d9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS row_count
+FROM "n11"
+GROUP BY "g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..89211948af35f5183bc88f1492b59c51f312e5c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.99}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fb61dc55bee8b385c08275810ba5aa6b77a4c3a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:31:53.620583+00:00",
+  "ended_at": "2026-05-19T15:32:07.977134+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_9f61b37970c6e382",
+    "problem_id": "v2p_n11_49c29b8f5b91a5d9",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 10.94705,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9f61b37970c6e382.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_9f61b37970c6e382",
+    "api_calls": 0,
+    "input_tokens": 14434,
+    "cached_input_tokens": 12032,
+    "output_tokens": 190,
+    "total_tokens": 14624,
+    "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": 14347.98,
+    "sql_execution_elapsed_ms_total": 4.99,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/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_b/n11/artifacts/v2q_n11_9f61b37970c6e382/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b378b689ed5317fa0b24c0de73d3ca6924e240a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:32:07.970811+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": 14347.98, "started_at": "2026-05-19T15:31:53.622069+00:00", "ended_at": "2026-05-19T15:32:07.970077+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14434, "cached_input_tokens": 12032, "output_tokens": 190, "reasoning_output_tokens": 116}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided Grouped Count by Category template with group_col bound to \\\"g\\\" to measure subgroup size distribution.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ca4a8da2823eb7dae9eb9fb18d5e18122a957901
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_9f61b37970c6e382",
+  "api_calls": 0,
+  "input_tokens": 14434,
+  "cached_input_tokens": 12032,
+  "output_tokens": 190,
+  "total_tokens": 14624,
+  "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": 14347.98,
+  "sql_execution_elapsed_ms_total": 4.99,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9f61b37970c6e382/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_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6165739de32b32fd7ccf2cb2cd5b8d7c72692ecb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": [{"2.6449": "2.1508", "support": 27, "avg_response": 17.108003703703705}, {"2.6449": "2.0774", "support": 24, "avg_response": 17.575804166666668}, {"2.6449": "2.1287", "support": 24, "avg_response": 17.55205833333333}, {"2.6449": "2.1319", "support": 23, "avg_response": 16.88841304347826}, {"2.6449": "2.3139", "support": 22, "avg_response": 21.66526818181818}]}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..97bb21e0fc91914ad1fe4fa9fb3076b0de937700
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_9facac92c8d7b3b2
+-- problem_id: v2p_n11_92f199592c813bc0
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "2.6449",
+    COUNT(*) AS support,
+    AVG("28.7967") AS avg_response
+FROM "n11"
+GROUP BY "2.6449"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..cd97723647c3ee8ed3d3075ab0e0d5d9f6ed7624
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/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_b\n-- sql_source_dataset_id: n11\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_n11_9facac92c8d7b3b2\n-- problem_id: v2p_n11_92f199592c813bc0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"2.6449\",\n    COUNT(*) AS support,\n    AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_9facac92c8d7b3b2\\n-- problem_id: v2p_n11_92f199592c813bc0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"2.6449\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 17.108003703703705}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 17.575804166666668}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 17.55205833333333}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 16.88841304347826}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 21.66526818181818}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 19.22947272727273}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 15.41274090909091}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 28.507257142857146}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 21.04332380952381}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 32.230715}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 23.64254}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 21.744395}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 16.900685000000003}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 31.7769}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 31.456947368421055}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 23.321163157894738}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 23.293684210526315}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 22.776326315789476}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 17.531005263157894}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 17.234063157894738}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 17.081557894736843}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 28.416283333333332}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 26.942083333333333}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 25.402927777777776}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 24.934849999999997}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 23.903122222222223}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 23.245433333333335}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 20.90345}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 19.03472777777778}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 17.950705555555558}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 17.89226111111111}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 16.87723888888889}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 15.758366666666667}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 15.576344444444446}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 35.45249411764706}, {\"2.6449\": \"2.4955\", \"support\": 17, \"avg_response\": 31.538135294117644}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 28.97574117647059}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 23.96858235294118}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 22.94890588235294}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 22.779641176470587}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 21.99298823529412}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 21.04955882352941}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 20.893435294117648}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 20.67884705882353}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 20.48474117647059}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 20.30300588235294}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 20.293311764705884}, {\"2.6449\": \"2.1055\", \"support\": 17, \"avg_response\": 18.053370588235296}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 17.597835294117647}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 16.711176470588235}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.91}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..29c5b8733729f598450951295b7b29211ef90053
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:06:31.464706+00:00",
+  "ended_at": "2026-05-19T16:06:31.479441+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_9facac92c8d7b3b2",
+    "problem_id": "v2p_n11_92f199592c813bc0",
+    "dataset_id": "n11",
+    "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=28.7967, key_col=2.6449.",
+    "bindings": {
+      "key_col": "2.6449",
+      "measure_col": "28.7967",
+      "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_b/n11/sql/v2q_n11_9facac92c8d7b3b2.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_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_9facac92c8d7b3b2/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_b/n11/artifacts/v2q_n11_a25aa788971e39b3/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8754343dbf6deb2eaf3ed617f110fd47fa72e1a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.
+Result preview: [{"g": "h", "percentile_measure": 310.8159}, {"g": "g", "percentile_measure": 283.646}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d285afc4bd5b803c04b09ca6c18e452d5e16afe3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/generated_sql.sql
@@ -0,0 +1,59 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_a25aa788971e39b3
+-- problem_id: v2p_n11_1a1374872a33d873
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "g" AS "group_col",
+    CAST("81.8828" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("81.8828" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "81.8828" IS NOT NULL
+),
+"bounds" AS (
+  SELECT DISTINCT
+    "group_col",
+    "cnt",
+    (0.9 * ("cnt" - 1)) + 1.0 AS "pos",
+    CAST((0.9 * ("cnt" - 1)) + 1.0 AS INTEGER) AS "lo_rn",
+    CAST((0.9 * ("cnt" - 1)) + 1.0 AS INTEGER) +
+      CASE
+        WHEN ((0.9 * ("cnt" - 1)) + 1.0) > CAST((0.9 * ("cnt" - 1)) + 1.0 AS INTEGER) THEN 1
+        ELSE 0
+      END AS "hi_rn"
+  FROM "ordered"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    b."group_col",
+    b."pos",
+    MAX(CASE WHEN o."rn" = b."lo_rn" THEN o."measure" END) AS "lo_val",
+    MAX(CASE WHEN o."rn" = b."hi_rn" THEN o."measure" END) AS "hi_val"
+  FROM "bounds" AS b
+  JOIN "ordered" AS o
+    ON o."group_col" = b."group_col"
+  GROUP BY b."group_col", b."pos"
+)
+SELECT
+  "group_col" AS "g",
+  CASE
+    WHEN "pos" = CAST("pos" AS INTEGER) THEN "lo_val"
+    ELSE "lo_val" + ("pos" - CAST("pos" AS INTEGER)) * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee72eb188c1e6a515dafb14c0cd3cf6c89e4bd91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n  SELECT\n    \"g\" AS \"group_col\",\n    CAST(\"81.8828\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"g\"\n      ORDER BY CAST(\"81.8828\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n  FROM \"n11\"\n  WHERE \"g\" IS NOT NULL\n    AND \"81.8828\" IS NOT NULL\n),\n\"bounds\" AS (\n  SELECT DISTINCT\n    \"group_col\",\n    \"cnt\",\n    (0.9 * (\"cnt\" - 1)) + 1.0 AS \"pos\",\n    CAST((0.9 * (\"cnt\" - 1)) + 1.0 AS INTEGER) AS \"lo_rn\",\n    CAST((0.9 * (\"cnt\" - 1)) + 1.0 AS INTEGER) +\n      CASE\n        WHEN ((0.9 * (\"cnt\" - 1)) + 1.0) > CAST((0.9 * (\"cnt\" - 1)) + 1.0 AS INTEGER) THEN 1\n        ELSE 0\n      END AS \"hi_rn\"\n  FROM \"ordered\"\n  WHERE \"cnt\" >= 5\n),\n\"picked\" AS (\n  SELECT\n    b.\"group_col\",\n    b.\"pos\",\n    MAX(CASE WHEN o.\"rn\" = b.\"lo_rn\" THEN o.\"measure\" END) AS \"lo_val\",\n    MAX(CASE WHEN o.\"rn\" = b.\"hi_rn\" THEN o.\"measure\" END) AS \"hi_val\"\n  FROM \"bounds\" AS b\n  JOIN \"ordered\" AS o\n    ON o.\"group_col\" = b.\"group_col\"\n  GROUP BY b.\"group_col\", b.\"pos\"\n)\nSELECT\n  \"group_col\" AS \"g\",\n  CASE\n    WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN \"lo_val\"\n    ELSE \"lo_val\" + (\"pos\" - CAST(\"pos\" AS INTEGER)) * (\"hi_val\" - \"lo_val\")\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"g\\\" AS \\\"group_col\\\",\\n    CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n  SELECT DISTINCT\\n    \\\"group_col\\\",\\n    \\\"cnt\\\",\\n    (0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"pos\\\",\\n    CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n    CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) +\\n      CASE\\n        WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) THEN 1\\n        ELSE 0\\n      END AS \\\"hi_rn\\\"\\n  FROM \\\"ordered\\\"\\n  WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    b.\\\"group_col\\\",\\n    b.\\\"pos\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"hi_val\\\"\\n  FROM \\\"bounds\\\" AS b\\n  JOIN \\\"ordered\\\" AS o\\n    ON o.\\\"group_col\\\" = b.\\\"group_col\\\"\\n  GROUP BY b.\\\"group_col\\\", b.\\\"pos\\\"\\n)\\nSELECT\\n  \\\"group_col\\\" AS \\\"g\\\",\\n  CASE\\n    WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN \\\"lo_val\\\"\\n    ELSE \\\"lo_val\\\" + (\\\"pos\\\" - CAST(\\\"pos\\\" AS INTEGER)) * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 310.8159}, {\"g\": \"g\", \"percentile_measure\": 283.646}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 72.65}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dca6055cc8c0f7ae2f1935a8d77687e692a68a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:53:50.482537+00:00",
+  "ended_at": "2026-05-19T15:54:26.314830+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_a25aa788971e39b3",
+    "problem_id": "v2p_n11_1a1374872a33d873",
+    "dataset_id": "n11",
+    "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=g, measure_col=81.8828.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "81.8828",
+      "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": 240.56455,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a25aa788971e39b3.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_a25aa788971e39b3",
+    "api_calls": 0,
+    "input_tokens": 14503,
+    "cached_input_tokens": 12032,
+    "output_tokens": 2399,
+    "total_tokens": 16902,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 34752.51,
+    "sql_execution_elapsed_ms_total": 72.65,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/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_b/n11/artifacts/v2q_n11_a25aa788971e39b3/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5b4a0b8d977d2019c875124da28b507dbd04b908
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:53:53.932282+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": 3447.04, "started_at": "2026-05-19T15:53:50.484246+00:00", "ended_at": "2026-05-19T15:53:53.931313+00:00", "prompt_metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f1-85c3-7bf1-9b8d-d2dc01c40abd\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:54:26.240429+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31305.47, "started_at": "2026-05-19T15:53:54.934096+00:00", "ended_at": "2026-05-19T15:54:26.239612+00:00", "prompt_metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1606, "bytes_utf8": 1606, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 12032, "output_tokens": 2399, "reasoning_output_tokens": 1828}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n  SELECT\\n    \\\"g\\\" AS \\\"group_col\\\",\\n    CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n  SELECT DISTINCT\\n    \\\"group_col\\\",\\n    \\\"cnt\\\",\\n    (0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS \\\"pos\\\",\\n    CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n    CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) +\\n      CASE\\n        WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1)) + 1.0 AS INTEGER) THEN 1\\n        ELSE 0\\n      END AS \\\"hi_rn\\\"\\n  FROM \\\"ordered\\\"\\n  WHERE \\\"cnt\\\" >= 5\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    b.\\\"group_col\\\",\\n    b.\\\"pos\\\",\\n    MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN o.\\\"measure\\\" END) AS \\\"lo_val\\\",\\n    MAX(CASE WHEN o.\\\""}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..d120a1655a0291c8737f425862f02a198979a3c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_a25aa788971e39b3",
+  "api_calls": 0,
+  "input_tokens": 14503,
+  "cached_input_tokens": 12032,
+  "output_tokens": 2399,
+  "total_tokens": 16902,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 34752.51,
+  "sql_execution_elapsed_ms_total": 72.65,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a25aa788971e39b3/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_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec745473a6b109dd05acec223233c2bc9f92d02f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.
+Result preview: [{"28.7967": 334.177}, {"28.7967": 310.61}, {"28.7967": 305.422}, {"28.7967": 305.324}, {"28.7967": 305.0961}] Results were truncated.
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..64d900bd61343f72376cd4650c450898070f9a8a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/generated_sql.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_a5ea6debf90ed4ef
+-- problem_id: v2p_n11_707d24ac3015ea11
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("28.7967" AS REAL) AS "28.7967",
+           NTILE(10) OVER (ORDER BY CAST("28.7967" AS REAL) DESC) AS "tail_bucket"
+    FROM "n11"
+)
+SELECT "28.7967"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "28.7967" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..b6fb1845557d5bdb5c6a86eb2801cf394fdd0986
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n    SELECT CAST(\"28.7967\" AS REAL) AS \"28.7967\",\n           NTILE(10) OVER (ORDER BY CAST(\"28.7967\" AS REAL) DESC) AS \"tail_bucket\"\n    FROM \"n11\"\n)\nSELECT \"28.7967\"\nFROM buckets\nWHERE \"tail_bucket\" = 1\nORDER BY \"28.7967\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"28.7967\\\" AS REAL) AS \\\"28.7967\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"28.7967\\\" DESC;\", \"columns\": [\"28.7967\"], \"rows\": [{\"28.7967\": 334.177}, {\"28.7967\": 310.61}, {\"28.7967\": 305.422}, {\"28.7967\": 305.324}, {\"28.7967\": 305.0961}, {\"28.7967\": 303.5676}, {\"28.7967\": 303.2787}, {\"28.7967\": 299.9304}, {\"28.7967\": 297.1239}, {\"28.7967\": 295.672}, {\"28.7967\": 294.3411}, {\"28.7967\": 290.9274}, {\"28.7967\": 289.856}, {\"28.7967\": 287.7708}, {\"28.7967\": 286.823}, {\"28.7967\": 286.427}, {\"28.7967\": 286.3977}, {\"28.7967\": 285.8368}, {\"28.7967\": 276.2766}, {\"28.7967\": 276.247}, {\"28.7967\": 273.4335}, {\"28.7967\": 272.063}, {\"28.7967\": 271.4508}, {\"28.7967\": 271.437}, {\"28.7967\": 270.5497}, {\"28.7967\": 269.738}, {\"28.7967\": 269.332}, {\"28.7967\": 268.8506}, {\"28.7967\": 268.5557}, {\"28.7967\": 268.384}, {\"28.7967\": 267.768}, {\"28.7967\": 266.66}, {\"28.7967\": 265.5827}, {\"28.7967\": 265.5424}, {\"28.7967\": 263.914}, {\"28.7967\": 263.703}, {\"28.7967\": 262.203}, {\"28.7967\": 262.0263}, {\"28.7967\": 261.9837}, {\"28.7967\": 261.9504}, {\"28.7967\": 261.8295}, {\"28.7967\": 258.9368}, {\"28.7967\": 258.7196}, {\"28.7967\": 258.5767}, {\"28.7967\": 257.9951}, {\"28.7967\": 257.528}, {\"28.7967\": 256.985}, {\"28.7967\": 256.9246}, {\"28.7967\": 256.792}, {\"28.7967\": 256.245}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 43.09}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..dab3d03bcf013dd3e3663eb180ba319e1691f466
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:42:16.750258+00:00",
+  "ended_at": "2026-05-19T15:42:31.835117+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_a5ea6debf90ed4ef",
+    "problem_id": "v2p_n11_707d24ac3015ea11",
+    "dataset_id": "n11",
+    "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=28.7967.",
+    "bindings": {
+      "measure_col": "28.7967",
+      "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": 70.12685,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_a5ea6debf90ed4ef",
+    "api_calls": 0,
+    "input_tokens": 14521,
+    "cached_input_tokens": 13696,
+    "output_tokens": 529,
+    "total_tokens": 15050,
+    "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": 15037.38,
+    "sql_execution_elapsed_ms_total": 43.09,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/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_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..593b3393c12b4a0e545ef340adc0044ba077c682
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:42:31.790329+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": 15037.38, "started_at": "2026-05-19T15:42:16.752105+00:00", "ended_at": "2026-05-19T15:42:31.789513+00:00", "prompt_metrics": {"chars": 7253, "bytes_utf8": 7253, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14521, "cached_input_tokens": 13696, "output_tokens": 529, "reasoning_output_tokens": 366}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n    SELECT CAST(\\\"28.7967\\\" AS REAL) AS \\\"28.7967\\\",\\n           NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n    FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"28.7967\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"28.7967\\\" and num_tiles=10. Casted the TEXT column to REAL so the tail bucket and descending order are computed numerically in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..c74553c254ac3c2e0595706e1265d2fbe4c31efe
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_a5ea6debf90ed4ef",
+  "api_calls": 0,
+  "input_tokens": 14521,
+  "cached_input_tokens": 13696,
+  "output_tokens": 529,
+  "total_tokens": 15050,
+  "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": 15037.38,
+  "sql_execution_elapsed_ms_total": 43.09,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_a5ea6debf90ed4ef/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_b/n11/artifacts/v2q_n11_ba9f348694159995/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac69fe2a22c5cbe72ecaa150f0dceeb492729605
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:06:16.261847+00:00",
+  "ended_at": "2026-05-19T16:06:23.980081+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_ba9f348694159995",
+    "problem_id": "v2p_n11_f8feee5baa5c10bf",
+    "dataset_id": "n11",
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "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 Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "81.8828",
+      "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": 240.56455,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/artifacts/v2q_n11_ba9f348694159995/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e71d9052407820b3768896f58aeab91f16dad678
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ba9f348694159995/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:06:19.337367+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": 3072.73, "started_at": "2026-05-19T16:06:16.263891+00:00", "ended_at": "2026-05-19T16:06:19.336645+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-e6f1-7d63-a3f6-a357d14d6c82\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:06:23.979972+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": 3640.19, "started_at": "2026-05-19T16:06:20.339022+00:00", "ended_at": "2026-05-19T16:06:23.979256+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fc-f6b0-7c03-95d7-f4957d7bc534\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26975c70239422372fa2c96702ad2c8333500dfb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Relative-to-Total Extreme Threshold to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g, measure_col=0.1982.
+Result preview: [{"g": "g", "group_value": 2651.7681}, {"g": "h", "group_value": 1430.8124}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6161c5b2158ee1a837864cf1eb4557bf34a9c682
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/generated_sql.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_bbb86702da6d8cfa
+-- problem_id: v2p_n11_2df8232aafb1012c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+  SELECT "g", SUM(CAST("0.1982" AS REAL)) AS group_value
+  FROM "n11"
+  GROUP BY "g"
+), total AS (
+  SELECT SUM(group_value) AS total_value
+  FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..4cb85a1c82927ee13921192564d7598a98c70d82
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/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_tpch_relative_total_threshold\nWITH grouped AS (\n  SELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS group_value\n  FROM \"n11\"\n  GROUP BY \"g\"\n), total AS (\n  SELECT SUM(group_value) AS total_value\n  FROM grouped\n)\nSELECT g.\"g\", g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * 0.1\nORDER BY g.group_value DESC;", "result": "{\"query\": \"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n  SELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS group_value\\n  FROM \\\"n11\\\"\\n  GROUP BY \\\"g\\\"\\n), total AS (\\n  SELECT SUM(group_value) AS total_value\\n  FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\", \"columns\": [\"g\", \"group_value\"], \"rows\": [{\"g\": \"g\", \"group_value\": 2651.7681}, {\"g\": \"h\", \"group_value\": 1430.8124}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.91}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecf3a5af3e946e6be3ba6f69ede2b393c1f34e5a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:45:33.969848+00:00",
+  "ended_at": "2026-05-19T15:45:50.003346+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_bbb86702da6d8cfa",
+    "problem_id": "v2p_n11_2df8232aafb1012c",
+    "dataset_id": "n11",
+    "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=g, measure_col=0.1982.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "0.1982",
+      "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": 0.28525,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "current_period_end": "'2024-04-01'",
+      "previous_period_start": "'2023-10-01'",
+      "previous_period_end": "'2024-01-01'",
+      "drift_ratio_threshold": 0.8
+    },
+    "binding_roles": [
+      "group_col",
+      "measure_col"
+    ],
+    "coverage_target_min": "5",
+    "runtime_sql_skeleton": "WITH grouped AS (\n    SELECT {group_col}, SUM({measure_col}) AS group_value\n    FROM {table}\n    GROUP BY {group_col}\n), total AS (\n    SELECT SUM(group_value) AS total_value\n    FROM grouped\n)\nSELECT g.{group_col}, g.group_value\nFROM grouped AS g\nCROSS JOIN total AS t\nWHERE g.group_value > t.total_value * {fraction_threshold}\nORDER BY g.group_value DESC;",
+    "notes": [
+      "default_facets=tail_ranked_signal",
+      "template_selection_mode=rule",
+      "problem_index_within_template=3",
+      "sql_variant_index=1/2",
+      "binding_index=74"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 7,
+    "problem_index_within_template": 3,
+    "sql_variant_index": 1,
+    "sql_variant_total": 2
+  },
+  "mode": "subitem_workload_v2",
+  "sql_source_version": "v2",
+  "sql_source_label": "v2_current",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bbb86702da6d8cfa.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_bbb86702da6d8cfa",
+    "api_calls": 0,
+    "input_tokens": 14601,
+    "cached_input_tokens": 13696,
+    "output_tokens": 514,
+    "total_tokens": 15115,
+    "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": 16011.83,
+    "sql_execution_elapsed_ms_total": 15.91,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/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_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..42009c9987d833e504767ec92e4e58f972bde98c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:45:49.984948+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": 16011.83, "started_at": "2026-05-19T15:45:33.971778+00:00", "ended_at": "2026-05-19T15:45:49.983647+00:00", "prompt_metrics": {"chars": 7619, "bytes_utf8": 7619, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14601, "cached_input_tokens": 13696, "output_tokens": 514, "reasoning_output_tokens": 348}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpch_relative_total_threshold\\nWITH grouped AS (\\n  SELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS group_value\\n  FROM \\\"n11\\\"\\n  GROUP BY \\\"g\\\"\\n), total AS (\\n  SELECT SUM(group_value) AS total_value\\n  FROM grouped\\n)\\nSELECT g.\\\"g\\\", g.group_value\\nFROM grouped AS g\\nCROSS JOIN total AS t\\nWHERE g.group_value > t.total_value * 0.1\\nORDER BY g.group_value DESC;\",\"notes\":\"Used the planned template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is necessary because \\\"0.1982\\\" is stored as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a10b41cb19280793a62e6d0379e0197945284fc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_bbb86702da6d8cfa",
+  "api_calls": 0,
+  "input_tokens": 14601,
+  "cached_input_tokens": 13696,
+  "output_tokens": 514,
+  "total_tokens": 15115,
+  "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": 16011.83,
+  "sql_execution_elapsed_ms_total": 15.91,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_bbb86702da6d8cfa/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_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5be66bb875370d9846dc7711df2628d6af1db99
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=g.
+Result preview: [{"g": "h", "support": 6688}, {"g": "g", "support": 12331}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2dbbe9c47f340d919a9ec22cfec7dadd3432b482
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/generated_sql.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_cbbc95e2f259a401
+-- problem_id: v2p_n11_491eae666b05e845
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f4b57e258617935e8c81e5592cf231707a5f7f4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n    \"g\",\n    COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY support ASC, \"g\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"g\\\",\\n    COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 11;\", \"columns\": [\"g\", \"support\"], \"rows\": [{\"g\": \"h\", \"support\": 6688}, {\"g\": \"g\", \"support\": 12331}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.73}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..d859f8d0460ffeb0b891c2d9a249d6a0c0c18b7e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/run_manifest.json
@@ -0,0 +1,87 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:02:12.947955+00:00",
+  "ended_at": "2026-05-19T16:02:25.713644+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_cbbc95e2f259a401",
+    "problem_id": "v2p_n11_491eae666b05e845",
+    "dataset_id": "n11",
+    "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=g.",
+    "bindings": {
+      "group_col": "g",
+      "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": 24.73995,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cbbc95e2f259a401.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_cbbc95e2f259a401",
+    "api_calls": 0,
+    "input_tokens": 14469,
+    "cached_input_tokens": 12032,
+    "output_tokens": 232,
+    "total_tokens": 14701,
+    "cost_usd": 0.0,
+    "ai_cli_calls": 2,
+    "estimated_input_tokens": 0,
+    "estimated_output_tokens": 0,
+    "estimated_total_tokens": 0,
+    "usage_source": "ai_cli_json_usage",
+    "cli_elapsed_ms_total": 11754.84,
+    "sql_execution_elapsed_ms_total": 4.73,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/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_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c6e148403527f11daee614cadf2091915c7cb832
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:02:17.829073+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": 4878.02, "started_at": "2026-05-19T16:02:12.949552+00:00", "ended_at": "2026-05-19T16:02:17.827608+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f9-3046-7d03-94f1-a8897b5a0119\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:02:25.707601+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --skip-git-repo-check --disable plugins --sandbox read-only --cd \"/data/jialinzhang/SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 6876.82, "started_at": "2026-05-19T16:02:18.830028+00:00", "ended_at": "2026-05-19T16:02:25.706877+00:00", "prompt_metrics": {"chars": 7059, "bytes_utf8": 7059, "lines": 226, "estimated_tokens": null}, "response_metrics": {"chars": 287, "bytes_utf8": 287, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14469, "cached_input_tokens": 12032, "output_tokens": 232, "reasoning_output_tokens": 143}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n    \\\"g\\\",\\n    COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY support ASC, \\\"g\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"g\\\" and top_k set to 11.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..ee8e154ab61b0b19a30259ef55381d1ece892d50
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_cbbc95e2f259a401",
+  "api_calls": 0,
+  "input_tokens": 14469,
+  "cached_input_tokens": 12032,
+  "output_tokens": 232,
+  "total_tokens": 14701,
+  "cost_usd": 0.0,
+  "ai_cli_calls": 2,
+  "estimated_input_tokens": 0,
+  "estimated_output_tokens": 0,
+  "estimated_total_tokens": 0,
+  "usage_source": "ai_cli_json_usage",
+  "cli_elapsed_ms_total": 11754.84,
+  "sql_execution_elapsed_ms_total": 4.73,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_cbbc95e2f259a401/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_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cc6b883dd5a3f38a9346a211fcffa430d5e9f43
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.
+Result preview: [{"g": "h", "percentile_measure": 191.42555499999986}, {"g": "g", "percentile_measure": 95.0338}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eee5eb7fa82dc5d2fd7feebac94ec3ac079bcad3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/generated_sql.sql
@@ -0,0 +1,66 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_d06316c26ccccf7a
+-- problem_id: v2p_n11_6034148097cd0822
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g" AS "g",
+    CAST("28.7967" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("28.7967" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "g"
+    ) AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "28.7967" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "g",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "target_pos",
+    CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lower_rn"
+  FROM "ranked"
+  GROUP BY "g", "cnt"
+),
+"bounds" AS (
+  SELECT
+    "g",
+    "target_pos",
+    "lower_rn",
+    CASE
+      WHEN "target_pos" > "lower_rn" THEN "lower_rn" + 1
+      ELSE "lower_rn"
+    END AS "upper_rn"
+  FROM "positions"
+)
+SELECT
+  "b"."g",
+  CASE
+    WHEN "b"."lower_rn" = "b"."upper_rn" THEN
+      MAX(CASE WHEN "r"."rn" = "b"."lower_rn" THEN "r"."measure" END)
+    ELSE
+      MAX(CASE WHEN "r"."rn" = "b"."lower_rn" THEN "r"."measure" END) +
+      ("b"."target_pos" - "b"."lower_rn") * (
+        MAX(CASE WHEN "r"."rn" = "b"."upper_rn" THEN "r"."measure" END) -
+        MAX(CASE WHEN "r"."rn" = "b"."lower_rn" THEN "r"."measure" END)
+      )
+  END AS "percentile_measure"
+FROM "bounds" AS "b"
+JOIN "ranked" AS "r"
+  ON "r"."g" = "b"."g"
+ AND "r"."rn" IN ("b"."lower_rn", "b"."upper_rn")
+GROUP BY "b"."g", "b"."target_pos", "b"."lower_rn", "b"."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f0d69510350e5cc2d5abde10709a292b7a8cb1ed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/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_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"g\" AS \"g\",\n    CAST(\"28.7967\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"g\"\n      ORDER BY CAST(\"28.7967\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (\n      PARTITION BY \"g\"\n    ) AS \"cnt\"\n  FROM \"n11\"\n  WHERE \"g\" IS NOT NULL\n    AND \"28.7967\" IS NOT NULL\n),\n\"positions\" AS (\n  SELECT\n    \"g\",\n    \"cnt\",\n    (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_pos\",\n    CAST(1.0 + 0.95 * (\"cnt\" - 1) AS INTEGER) AS \"lower_rn\"\n  FROM \"ranked\"\n  GROUP BY \"g\", \"cnt\"\n),\n\"bounds\" AS (\n  SELECT\n    \"g\",\n    \"target_pos\",\n    \"lower_rn\",\n    CASE\n      WHEN \"target_pos\" > \"lower_rn\" THEN \"lower_rn\" + 1\n      ELSE \"lower_rn\"\n    END AS \"upper_rn\"\n  FROM \"positions\"\n)\nSELECT\n  \"b\".\"g\",\n  CASE\n    WHEN \"b\".\"lower_rn\" = \"b\".\"upper_rn\" THEN\n      MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lower_rn\" THEN \"r\".\"measure\" END)\n    ELSE\n      MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lower_rn\" THEN \"r\".\"measure\" END) +\n      (\"b\".\"target_pos\" - \"b\".\"lower_rn\") * (\n        MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"upper_rn\" THEN \"r\".\"measure\" END) -\n        MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lower_rn\" THEN \"r\".\"measure\" END)\n      )\n  END AS \"percentile_measure\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n  ON \"r\".\"g\" = \"b\".\"g\"\n AND \"r\".\"rn\" IN (\"b\".\"lower_rn\", \"b\".\"upper_rn\")\nGROUP BY \"b\".\"g\", \"b\".\"target_pos\", \"b\".\"lower_rn\", \"b\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\" AS \\\"g\\\",\\n    CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"g\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n    CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\"\\n  FROM \\\"ranked\\\"\\n  GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    \\\"target_pos\\\",\\n    \\\"lower_rn\\\",\\n    CASE\\n      WHEN \\\"target_pos\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n      ELSE \\\"lower_rn\\\"\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"positions\\\"\\n)\\nSELECT\\n  \\\"b\\\".\\\"g\\\",\\n  CASE\\n    WHEN \\\"b\\\".\\\"lower_rn\\\" = \\\"b\\\".\\\"upper_rn\\\" THEN\\n      MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n    ELSE\\n      MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) +\\n      (\\\"b\\\".\\\"target_pos\\\" - \\\"b\\\".\\\"lower_rn\\\") * (\\n        MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) -\\n        MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n      )\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS \\\"b\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n  ON \\\"r\\\".\\\"g\\\" = \\\"b\\\".\\\"g\\\"\\n AND \\\"r\\\".\\\"rn\\\" IN (\\\"b\\\".\\\"lower_rn\\\", \\\"b\\\".\\\"upper_rn\\\")\\nGROUP BY \\\"b\\\".\\\"g\\\", \\\"b\\\".\\\"target_pos\\\", \\\"b\\\".\\\"lower_rn\\\", \\\"b\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 191.42555499999986}, {\"g\": \"g\", \"percentile_measure\": 95.0338}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 64.35}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..75bd5503cf88bb14d1a88628e957fee6326003e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:55:01.233092+00:00",
+  "ended_at": "2026-05-19T15:55:49.989575+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_d06316c26ccccf7a",
+    "problem_id": "v2p_n11_6034148097cd0822",
+    "dataset_id": "n11",
+    "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=g, measure_col=28.7967.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "28.7967",
+      "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": 70.12685,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d06316c26ccccf7a.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_d06316c26ccccf7a",
+    "api_calls": 0,
+    "input_tokens": 14503,
+    "cached_input_tokens": 13696,
+    "output_tokens": 3428,
+    "total_tokens": 17931,
+    "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": 48687.62,
+    "sql_execution_elapsed_ms_total": 64.35,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/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_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..029cf1affe7f486099a79cf1fa3c5c3ce391151e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:55:49.923304+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": 48687.62, "started_at": "2026-05-19T15:55:01.234832+00:00", "ended_at": "2026-05-19T15:55:49.922480+00:00", "prompt_metrics": {"chars": 7247, "bytes_utf8": 7247, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1857, "bytes_utf8": 1857, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14503, "cached_input_tokens": 13696, "output_tokens": 3428, "reasoning_output_tokens": 2768}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\" AS \\\"g\\\",\\n    CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (\\n      PARTITION BY \\\"g\\\"\\n    ) AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_pos\\\",\\n    CAST(1.0 + 0.95 * (\\\"cnt\\\" - 1) AS INTEGER) AS \\\"lower_rn\\\"\\n  FROM \\\"ranked\\\"\\n  GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    \\\"target_pos\\\",\\n    \\\"lower_rn\\\",\\n    CASE\\n      WHEN \\\"target_pos\\\" > \\\"lower_rn\\\" THEN \\\"lower_rn\\\" + 1\\n      ELSE \\\"lower_rn\\\"\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"positions\\\"\\n)\\nSELECT\\n  \\\"b\\\".\\\"g\\\",\\n  CASE\\n    WHEN \\\"b\\\".\\\"lower_rn\\\" = \\\"b\\\".\\\"upper_rn\\\" THEN\\n      MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lower_rn"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..44687cb609f8f491144ade26dd490765109565c1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_d06316c26ccccf7a",
+  "api_calls": 0,
+  "input_tokens": 14503,
+  "cached_input_tokens": 13696,
+  "output_tokens": 3428,
+  "total_tokens": 17931,
+  "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": 48687.62,
+  "sql_execution_elapsed_ms_total": 64.35,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_d06316c26ccccf7a/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_b/n11/artifacts/v2q_n11_df6d03859e775b26/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4f5598b93c499508dfa583d379cdac509487c2e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/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=g, measure_col=0.1982.
+Result preview: [{"g": "g", "total_measure": 2651.7681}, {"g": "h", "total_measure": 1430.8124}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3d3ab96f89a88f198d4e63bc90cbc4d9f4630f88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_df6d03859e775b26
+-- problem_id: v2p_n11_209a726a32de833b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..7b82f0a2732c236de1f3f8bb72ee223413f5c6ea
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/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 \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2651.7681}, {\"g\": \"h\", \"total_measure\": 1430.8124}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.42}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..28e4954de0afe48d1b6242ae181875fe5cd9e85f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:29:23.406780+00:00",
+  "ended_at": "2026-05-19T15:29:31.489978+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_df6d03859e775b26",
+    "problem_id": "v2p_n11_209a726a32de833b",
+    "dataset_id": "n11",
+    "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=g, measure_col=0.1982.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "0.1982",
+      "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": 0.28525,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_df6d03859e775b26.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_df6d03859e775b26",
+    "api_calls": 0,
+    "input_tokens": 14465,
+    "cached_input_tokens": 12032,
+    "output_tokens": 240,
+    "total_tokens": 14705,
+    "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": 8071.18,
+    "sql_execution_elapsed_ms_total": 8.42,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/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_b/n11/artifacts/v2q_n11_df6d03859e775b26/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5435c8be4dce3fe17ddbc3768d70724648038408
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:29:31.480262+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": 8071.18, "started_at": "2026-05-19T15:29:23.408133+00:00", "ended_at": "2026-05-19T15:29:31.479337+00:00", "prompt_metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14465, "cached_input_tokens": 12032, "output_tokens": 240, "reasoning_output_tokens": 140}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the required grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is included because the schema stores the measure column as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0864e9a2b23a6914ba4b2bd2d4941af1a214ae9f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_df6d03859e775b26",
+  "api_calls": 0,
+  "input_tokens": 14465,
+  "cached_input_tokens": 12032,
+  "output_tokens": 240,
+  "total_tokens": 14705,
+  "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": 8071.18,
+  "sql_execution_elapsed_ms_total": 8.42,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_df6d03859e775b26/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_b/n11/artifacts/v2q_n11_e0b92972163a53b5/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b3029693b30b648734446d6cb8ecb6d7b1cca643
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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=g, measure_col=22.011.
+Result preview: [{"g": "g", "total_measure": 219603.6655}, {"g": "h", "total_measure": -19049.4141}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9555a8951aa37826f680b0d91c3f9b528d69516a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_e0b92972163a53b5
+-- problem_id: v2p_n11_db6071e07ebdf542
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ac4d949ad8753c96dcd65f1587879ba27789a442
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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 \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY total_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 219603.6655}, {\"g\": \"h\", \"total_measure\": -19049.4141}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.47}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2cf75658cab18aa10785641c9505738c1e0b7120
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:30:11.328792+00:00",
+  "ended_at": "2026-05-19T15:30:18.780238+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_e0b92972163a53b5",
+    "problem_id": "v2p_n11_db6071e07ebdf542",
+    "dataset_id": "n11",
+    "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=g, measure_col=22.011.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "22.011",
+      "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": 35.8441,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e0b92972163a53b5.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_e0b92972163a53b5",
+    "api_calls": 0,
+    "input_tokens": 14463,
+    "cached_input_tokens": 0,
+    "output_tokens": 242,
+    "total_tokens": 14705,
+    "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": 7426.8,
+    "sql_execution_elapsed_ms_total": 18.47,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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_b/n11/artifacts/v2q_n11_e0b92972163a53b5/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f0061c67c5ad564adb59cb139a3c56b7c80a8709
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:30:18.759087+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": 7426.8, "started_at": "2026-05-19T15:30:11.330836+00:00", "ended_at": "2026-05-19T15:30:18.757674+00:00", "prompt_metrics": {"chars": 7065, "bytes_utf8": 7065, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14463, "cached_input_tokens": 0, "output_tokens": 242, "reasoning_output_tokens": 144}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_h2o_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC;\",\"notes\":\"Used the provided grouped numeric sum template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast measure_col to REAL because the schema stores it as TEXT in SQLite.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..53d086fee19b5071f1970ee78f927fdc102ef5c3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_e0b92972163a53b5",
+  "api_calls": 0,
+  "input_tokens": 14463,
+  "cached_input_tokens": 0,
+  "output_tokens": 242,
+  "total_tokens": 14705,
+  "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": 7426.8,
+  "sql_execution_elapsed_ms_total": 18.47,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e0b92972163a53b5/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_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/final_answer.txt
@@ -0,0 +1 @@
+{"row_count": null, "preview_rows": []}
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a0a2d2bdff12cc712d9e8c7e822d6e6d53e60d59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/generated_sql.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_e28e74af7ca9a77f
+-- problem_id: v2p_n11_5baf937496d61ade
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "28.7967",
+    COUNT(*) AS support,
+    AVG("16.0021") AS avg_response
+FROM "n11"
+GROUP BY "28.7967"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..bd59b36fc55c506c7a6a502000d20ad42078300e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/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_b\n-- sql_source_dataset_id: n11\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_n11_e28e74af7ca9a77f\n-- problem_id: v2p_n11_5baf937496d61ade\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n    \"28.7967\",\n    COUNT(*) AS support,\n    AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\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_b\\n-- sql_source_dataset_id: n11\\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_n11_e28e74af7ca9a77f\\n-- problem_id: v2p_n11_5baf937496d61ade\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n    \\\"28.7967\\\",\\n    COUNT(*) AS support,\\n    AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.53}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..948586de0ad0d248b1267f56ff133a53e3cd4b96
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json
@@ -0,0 +1,60 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:06:31.433262+00:00",
+  "ended_at": "2026-05-19T16:06:31.448485+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_e28e74af7ca9a77f",
+    "problem_id": "v2p_n11_5baf937496d61ade",
+    "dataset_id": "n11",
+    "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=16.0021, key_col=28.7967.",
+    "bindings": {
+      "key_col": "28.7967",
+      "measure_col": "16.0021",
+      "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_b/n11/sql/v2q_n11_e28e74af7ca9a77f.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_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..96c9ff4feec395919fc26411d18d078b8af6e1c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e28e74af7ca9a77f/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_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0d7387fe372163701b9ec4452d0932158700cc67
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011.
+Result preview: [{"g": "h", "percentile_measure": 102.65540499999994}, {"g": "g", "percentile_measure": 77.5989}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b8faee5733833af8bb5cad25360f471f1a1c9d4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/generated_sql.sql
@@ -0,0 +1,65 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_e61f545d73cf93e1
+-- problem_id: v2p_n11_c9a0f4b159f244c1
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("22.011" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("22.011" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND TRIM("g") <> ''
+    AND "22.011" IS NOT NULL
+    AND TRIM("22.011") <> ''
+),
+"params" AS (
+  SELECT DISTINCT
+    "g",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "target_rn",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN (1.0 + 0.95 * ("cnt" - 1)) > CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"picked" AS (
+  SELECT
+    "p"."g",
+    "p"."target_rn",
+    "p"."lower_rn",
+    "p"."upper_rn",
+    MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) AS "lower_val",
+    MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."measure" END) AS "upper_val"
+  FROM "params" AS "p"
+  JOIN "ranked" AS "r"
+    ON "r"."g" = "p"."g"
+  GROUP BY
+    "p"."g",
+    "p"."target_rn",
+    "p"."lower_rn",
+    "p"."upper_rn"
+)
+SELECT
+  "g",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("target_rn" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..559b6df20d2e9428daa085a46cadadd5c8703cfa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/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_grouped_percentile_point\nWITH \"ranked\" AS (\n  SELECT\n    \"g\",\n    CAST(\"22.011\" AS REAL) AS \"measure\",\n    ROW_NUMBER() OVER (\n      PARTITION BY \"g\"\n      ORDER BY CAST(\"22.011\" AS REAL)\n    ) AS \"rn\",\n    COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n  FROM \"n11\"\n  WHERE \"g\" IS NOT NULL\n    AND TRIM(\"g\") <> ''\n    AND \"22.011\" IS NOT NULL\n    AND TRIM(\"22.011\") <> ''\n),\n\"params\" AS (\n  SELECT DISTINCT\n    \"g\",\n    \"cnt\",\n    (1.0 + 0.95 * (\"cnt\" - 1)) AS \"target_rn\",\n    CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n    CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + CASE\n      WHEN (1.0 + 0.95 * (\"cnt\" - 1)) > CAST((1.0 + 0.95 * (\"cnt\" - 1)) AS INTEGER) THEN 1\n      ELSE 0\n    END AS \"upper_rn\"\n  FROM \"ranked\"\n),\n\"picked\" AS (\n  SELECT\n    \"p\".\"g\",\n    \"p\".\"target_rn\",\n    \"p\".\"lower_rn\",\n    \"p\".\"upper_rn\",\n    MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) AS \"lower_val\",\n    MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"upper_rn\" THEN \"r\".\"measure\" END) AS \"upper_val\"\n  FROM \"params\" AS \"p\"\n  JOIN \"ranked\" AS \"r\"\n    ON \"r\".\"g\" = \"p\".\"g\"\n  GROUP BY\n    \"p\".\"g\",\n    \"p\".\"target_rn\",\n    \"p\".\"lower_rn\",\n    \"p\".\"upper_rn\"\n)\nSELECT\n  \"g\",\n  CASE\n    WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n    ELSE \"lower_val\" + (\"target_rn\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n  END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    CAST(\\\"22.011\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND TRIM(\\\"g\\\") <> ''\\n    AND \\\"22.011\\\" IS NOT NULL\\n    AND TRIM(\\\"22.011\\\") <> ''\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"g\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rn\\\",\\n    CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + CASE\\n      WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n      ELSE 0\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    \\\"p\\\".\\\"g\\\",\\n    \\\"p\\\".\\\"target_rn\\\",\\n    \\\"p\\\".\\\"lower_rn\\\",\\n    \\\"p\\\".\\\"upper_rn\\\",\\n    MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) AS \\\"lower_val\\\",\\n    MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) AS \\\"upper_val\\\"\\n  FROM \\\"params\\\" AS \\\"p\\\"\\n  JOIN \\\"ranked\\\" AS \\\"r\\\"\\n    ON \\\"r\\\".\\\"g\\\" = \\\"p\\\".\\\"g\\\"\\n  GROUP BY\\n    \\\"p\\\".\\\"g\\\",\\n    \\\"p\\\".\\\"target_rn\\\",\\n    \\\"p\\\".\\\"lower_rn\\\",\\n    \\\"p\\\".\\\"upper_rn\\\"\\n)\\nSELECT\\n  \\\"g\\\",\\n  CASE\\n    WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n    ELSE \\\"lower_val\\\" + (\\\"target_rn\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n  END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 102.65540499999994}, {\"g\": \"g\", \"percentile_measure\": 77.5989}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 93.69}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..b92ba023aa9e5d17cab9b5f4818d80242d6171b8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:50:29.063100+00:00",
+  "ended_at": "2026-05-19T15:51:00.505742+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_e61f545d73cf93e1",
+    "problem_id": "v2p_n11_c9a0f4b159f244c1",
+    "dataset_id": "n11",
+    "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=g, measure_col=22.011.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "22.011",
+      "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": 35.8441,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=3",
+      "sql_variant_index=1/2",
+      "binding_index=86"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 8,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e61f545d73cf93e1.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_e61f545d73cf93e1",
+    "api_calls": 0,
+    "input_tokens": 14501,
+    "cached_input_tokens": 13696,
+    "output_tokens": 2134,
+    "total_tokens": 16635,
+    "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": 31344.39,
+    "sql_execution_elapsed_ms_total": 93.69,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/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_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..707063472f1263017184abd07674972ac11997da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:51:00.410370+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": 31344.39, "started_at": "2026-05-19T15:50:29.064888+00:00", "ended_at": "2026-05-19T15:51:00.409307+00:00", "prompt_metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 1868, "bytes_utf8": 1868, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14501, "cached_input_tokens": 13696, "output_tokens": 2134, "reasoning_output_tokens": 1468}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n  SELECT\\n    \\\"g\\\",\\n    CAST(\\\"22.011\\\" AS REAL) AS \\\"measure\\\",\\n    ROW_NUMBER() OVER (\\n      PARTITION BY \\\"g\\\"\\n      ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n    ) AS \\\"rn\\\",\\n    COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n  FROM \\\"n11\\\"\\n  WHERE \\\"g\\\" IS NOT NULL\\n    AND TRIM(\\\"g\\\") <> ''\\n    AND \\\"22.011\\\" IS NOT NULL\\n    AND TRIM(\\\"22.011\\\") <> ''\\n),\\n\\\"params\\\" AS (\\n  SELECT DISTINCT\\n    \\\"g\\\",\\n    \\\"cnt\\\",\\n    (1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"target_rn\\\",\\n    CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n    CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + CASE\\n      WHEN (1.0 + 0.95 * (\\\"cnt\\\" - 1)) > CAST((1.0 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) THEN 1\\n      ELSE 0\\n    END AS \\\"upper_rn\\\"\\n  FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n  SELECT\\n    \\\"p\\\".\\\"g\\\",\\n    \\\"p\\\".\\\"target_rn\\\",\\n    \\\"p\\\".\\\"lower_rn\\\",\\n    \\\"p\\\".\\\"upper_rn\\\",\\n    MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\""}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..0738411b05d4141a9cf984afd4ff652516823e71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_e61f545d73cf93e1",
+  "api_calls": 0,
+  "input_tokens": 14501,
+  "cached_input_tokens": 13696,
+  "output_tokens": 2134,
+  "total_tokens": 16635,
+  "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": 31344.39,
+  "sql_execution_elapsed_ms_total": 93.69,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_e61f545d73cf93e1/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_b/n11/artifacts/v2q_n11_f377a2b4052401f4/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f3cb0e5293d8b7e8da5659b1016350c949063c6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:57:37.565849+00:00",
+  "ended_at": "2026-05-19T15:57:45.325888+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_f377a2b4052401f4",
+    "problem_id": "v2p_n11_dd08923afb093324",
+    "dataset_id": "n11",
+    "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=g, measure_col=2.6449.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "2.6449",
+      "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": 3.1016,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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_b/n11/artifacts/v2q_n11_f377a2b4052401f4/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..60ce1fbb4bdefade0223b0192cbbd2869d80918b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_f377a2b4052401f4/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T15:57:40.740046+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": 3171.7, "started_at": "2026-05-19T15:57:37.567437+00:00", "ended_at": "2026-05-19T15:57:40.739161+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f4-fcbe-7b73-b463-f88776834f22\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T15:57:45.325624+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": 3582.7, "started_at": "2026-05-19T15:57:41.741496+00:00", "ended_at": "2026-05-19T15:57:45.324255+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40f5-0d02-7252-9a96-eec6cad89e11\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b2cb5cf573c9bc8472de6492eff866cde685d50b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.
+Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..173b4699b59c99f892b1f8c172ca94418a4e00a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/generated_sql.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_fdc32c5242ad9f34
+-- problem_id: v2p_n11_04d6d98c964efa3b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..de41ddcba2b77cd03a58a848fdbf87f16a20aeed
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n       AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.93}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..9572065a111cdbafa61ed573b96fb8b9201ea678
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/run_manifest.json
@@ -0,0 +1,89 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:40:33.283288+00:00",
+  "ended_at": "2026-05-19T15:40:43.273179+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_fdc32c5242ad9f34",
+    "problem_id": "v2p_n11_04d6d98c964efa3b",
+    "dataset_id": "n11",
+    "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=g, measure_col=16.0021.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "16.0021",
+      "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": 24.73995,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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=51"
+    ],
+    "template_selection_mode": "rule",
+    "selected_template_rank": 5,
+    "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fdc32c5242ad9f34.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_fdc32c5242ad9f34",
+    "api_calls": 0,
+    "input_tokens": 14475,
+    "cached_input_tokens": 13696,
+    "output_tokens": 318,
+    "total_tokens": 14793,
+    "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": 9923.9,
+    "sql_execution_elapsed_ms_total": 60.93,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/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_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1b842dfeb734d50e4d5aa0931617e3bc4cad84de
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:40:43.210599+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": 9923.9, "started_at": "2026-05-19T15:40:33.285323+00:00", "ended_at": "2026-05-19T15:40:43.209256+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14475, "cached_input_tokens": 13696, "output_tokens": 318, "reasoning_output_tokens": 216}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n       AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..f86ae6538fe2a176b9f2e4c8f4643511a0b6a9ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_fdc32c5242ad9f34",
+  "api_calls": 0,
+  "input_tokens": 14475,
+  "cached_input_tokens": 13696,
+  "output_tokens": 318,
+  "total_tokens": 14793,
+  "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": 9923.9,
+  "sql_execution_elapsed_ms_total": 60.93,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fdc32c5242ad9f34/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_b/n11/artifacts/v2q_n11_fed78dd0172852d7/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f9326f75cfc4881cb0a35017e98f8a4f2ca0c60
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/run_manifest.json
@@ -0,0 +1,69 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T16:05:01.986290+00:00",
+  "ended_at": "2026-05-19T16:05:10.791485+00:00",
+  "status": "failed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_fed78dd0172852d7",
+    "problem_id": "v2p_n11_766c9702afe47ff2",
+    "dataset_id": "n11",
+    "template_id": "tpl_tpch_thresholded_group_ranking",
+    "template_name": "Thresholded Group Ranking",
+    "family_id": "tail_rarity_structure",
+    "canonical_subitem_id": "tail_set_consistency",
+    "intended_facet_id": "low_support_extremes",
+    "variant_semantic_role": "filtered_stable_view",
+    "subitem_assignment_source": "planner_selected",
+    "source_kind": "agent",
+    "realization_mode": "agent",
+    "gate_priority": "primary",
+    "extended_family": false,
+    "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.",
+    "bindings": {
+      "group_col": "g",
+      "measure_col": "0.1982",
+      "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": 0.2474,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\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=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_b/n11/artifacts/v2q_n11_fed78dd0172852d7/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ed984dd464cd94f2753967e416adc454e5acb96c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_fed78dd0172852d7/trace.jsonl
@@ -0,0 +1,2 @@
+{"timestamp": "2026-05-19T16:05:05.543321+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": 3553.74, "started_at": "2026-05-19T16:05:01.988745+00:00", "ended_at": "2026-05-19T16:05:05.542516+00:00", "prompt_metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-c4b5-75b2-8c5f-63bd27aec25e\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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": "2026-05-19T16:05:10.791401+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": 4245.55, "started_at": "2026-05-19T16:05:06.545084+00:00", "ended_at": "2026-05-19T16:05:10.790677+00:00", "prompt_metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": null}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 4, "estimated_tokens": null}, "usage": {}, "stderr_preview": "", "stdout_preview": "{\"type\":\"thread.started\",\"thread_id\":\"019e40fb-d67b-7313-b469-5e4c8dff6fbe\"}\n{\"type\":\"turn.started\"}\n{\"type\":\"error\",\"message\":\"Quota exceeded. Check your plan and billing 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_b/n11/artifacts/v2q_n11_ff465ddfd341c784/final_answer.txt b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/final_answer.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9ba7e8fd6368476752542b8de3ceb7079c5bafa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/final_answer.txt
@@ -0,0 +1,2 @@
+SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.
+Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}]
\ No newline at end of file
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/generated_sql.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/generated_sql.sql
new file mode 100644
index 0000000000000000000000000000000000000000..186001bc15aa23c807b34e88f69155ed26b5a075
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/generated_sql.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_ff465ddfd341c784
+-- problem_id: v2p_n11_bc3d43fbd41a2aa6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/query_results.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/query_results.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0b2df70bf6db7d66714f231c42f347433d78bc9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/query_results.jsonl
@@ -0,0 +1 @@
+{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n       AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n       AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.61}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/run_manifest.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/run_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..7e51801410e611408a3c9fa09be8709072c613c4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/run_manifest.json
@@ -0,0 +1,92 @@
+{
+  "run_id": "v2_cli_20260502_081223_b",
+  "dataset_id": "n11",
+  "started_at": "2026-05-19T15:59:45.366318+00:00",
+  "ended_at": "2026-05-19T15:59:55.504060+00:00",
+  "status": "completed",
+  "engine": "cli",
+  "question_record": {
+    "query_record_id": "v2q_n11_ff465ddfd341c784",
+    "problem_id": "v2p_n11_bc3d43fbd41a2aa6",
+    "dataset_id": "n11",
+    "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=g, condition_col=g.",
+    "bindings": {
+      "group_col": "g",
+      "condition_col": "g",
+      "condition_value": "h",
+      "positive_value": "g",
+      "negative_value": "h",
+      "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": 70.12685,
+      "time_grain": "month",
+      "lookback_rows": 3,
+      "current_period_start": "'2024-01-01'",
+      "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",
+  "generated_sql_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ff465ddfd341c784.sql",
+  "usage_summary": {
+    "dataset_id": "n11",
+    "model": "v2-cli:codex",
+    "run_id": "v2q_n11_ff465ddfd341c784",
+    "api_calls": 0,
+    "input_tokens": 14519,
+    "cached_input_tokens": 13696,
+    "output_tokens": 329,
+    "total_tokens": 14848,
+    "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": 10126.31,
+    "sql_execution_elapsed_ms_total": 6.61,
+    "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/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_b/n11/artifacts/v2q_n11_ff465ddfd341c784/trace.jsonl b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/trace.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1a817e0823c71f74a232b60983168a26c6024065
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/trace.jsonl
@@ -0,0 +1 @@
+{"timestamp": "2026-05-19T15:59:55.495083+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": 10126.31, "started_at": "2026-05-19T15:59:45.367664+00:00", "ended_at": "2026-05-19T15:59:55.494033+00:00", "prompt_metrics": {"chars": 7303, "bytes_utf8": 7303, "lines": 231, "estimated_tokens": null}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": null}, "usage": {"input_tokens": 14519, "cached_input_tokens": 13696, "output_tokens": 329, "reasoning_output_tokens": 208}, "stderr_preview": "", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n       AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Since the grouping column and condition column are the same, this measures the within-class rate of rows where g='h' for each g group.\"}"}
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/usage_summary.json b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/usage_summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..3435c39899a177c01b7ccdb93bf414130618cbeb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/usage_summary.json
@@ -0,0 +1,20 @@
+{
+  "dataset_id": "n11",
+  "model": "v2-cli:codex",
+  "run_id": "v2q_n11_ff465ddfd341c784",
+  "api_calls": 0,
+  "input_tokens": 14519,
+  "cached_input_tokens": 13696,
+  "output_tokens": 329,
+  "total_tokens": 14848,
+  "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": 10126.31,
+  "sql_execution_elapsed_ms_total": 6.61,
+  "conversation_log_path": "/data/jialinzhang/TabQueryBench/sql_workloads/v2_current/runs_and_launches/runs/v2_cli_20260502_081223_b/n11/artifacts/v2q_n11_ff465ddfd341c784/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_b/n11/sql/v2q_n11_0095339fe374f275.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0095339fe374f275.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5145d3543ec562d9a13ac939bd3a0f1398a58606
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0095339fe374f275.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_0095339fe374f275
+-- problem_id: v2p_n11_78146cf05319efe3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "81.8828",
+       SUM(CAST("40.092" AS REAL)) AS total_measure,
+       SUM(CAST("40.092" AS REAL)) * 100.0 / SUM(SUM(CAST("40.092" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "81.8828"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0239285d30571f07.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0239285d30571f07.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9d03341dd507371ca06305ae901ce7c45cab27d0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0239285d30571f07.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_0239285d30571f07
+-- problem_id: v2p_n11_e5ff8dbba9a36b72
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT
+  "g",
+  AVG(CAST("2.6449" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure"
+FROM "n11"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_034cc6d6c16053cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_034cc6d6c16053cc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6eb633725ff597b21979c624c9f3d29142c6c215
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_034cc6d6c16053cc.sql
@@ -0,0 +1,44 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_034cc6d6c16053cc
+-- problem_id: v2p_n11_effd00b2341ead30
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("0.1982" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("0.1982" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "g"
+    ) AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "0.1982" IS NOT NULL
+),
+"cutoff" AS (
+  SELECT
+    "g",
+    "measure_value",
+    "rn",
+    "cnt",
+    CAST((0.95 * "cnt") AS INTEGER) + ((0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER)) AS "target_rn"
+  FROM "ranked"
+)
+SELECT
+  "g",
+  MIN("measure_value") AS "percentile_measure"
+FROM "cutoff"
+WHERE "rn" >= "target_rn"
+GROUP BY "g"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_037f3d76812ee306.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_037f3d76812ee306.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1f4b512e007a845e49413114807494604c56c7a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_037f3d76812ee306.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_037f3d76812ee306
+-- problem_id: v2p_n11_73f80915dd24c4ae
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "g",
+  COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 10;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_04773d7cdf3a5df9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_04773d7cdf3a5df9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f255c8aeae9f19a89697e8ee2258ec3cf1405ba4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_04773d7cdf3a5df9.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_04773d7cdf3a5df9
+-- problem_id: v2p_n11_5caea00bc70ad425
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("2.6449" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT grp."g", grp.group_value
+FROM grouped AS grp
+CROSS JOIN total AS t
+WHERE grp.group_value > t.total_value * 0.05
+ORDER BY grp.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_07b3b225115bf2d8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_07b3b225115bf2d8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a5bb7fbdaeb5ddfe359d6b59be1e5f00273575aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_07b3b225115bf2d8.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_07b3b225115bf2d8
+-- problem_id: v2p_n11_ebf614be5c684053
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "22.011",
+       SUM(CAST("27.7004" AS REAL)) AS total_measure,
+       SUM(CAST("27.7004" AS REAL)) * 100.0 / SUM(SUM(CAST("27.7004" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "22.011"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0947c89ffe9f4b01.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0947c89ffe9f4b01.sql
new file mode 100644
index 0000000000000000000000000000000000000000..96f701de09d4900ff828d69e542b383e6f56eb4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0947c89ffe9f4b01.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_0947c89ffe9f4b01
+-- problem_id: v2p_n11_a4da12bced83a45f
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0b5129a048ba39ff.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0b5129a048ba39ff.sql
new file mode 100644
index 0000000000000000000000000000000000000000..784f2b289e423141076e6d656904b47e0431371c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0b5129a048ba39ff.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_0b5129a048ba39ff
+-- problem_id: v2p_n11_18d9578c1d1e4e75
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("-8.2027" AS REAL) AS "measure_val",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("-8.2027" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "-8.2027" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "g",
+    1.0 + 0.9 * (MAX("cnt") - 1) AS "pos"
+  FROM "ranked"
+  GROUP BY "g"
+),
+"bounds" AS (
+  SELECT
+    "g",
+    "pos",
+    CAST("pos" AS INT) AS "lo_rn",
+    CASE
+      WHEN "pos" > CAST("pos" AS INT) THEN CAST("pos" AS INT) + 1
+      ELSE CAST("pos" AS INT)
+    END AS "hi_rn"
+  FROM "positions"
+)
+SELECT
+  "bounds"."g",
+  "lo"."measure_val" + ("bounds"."pos" - "bounds"."lo_rn") * ("hi"."measure_val" - "lo"."measure_val") AS "percentile_measure"
+FROM "bounds"
+JOIN "ranked" AS "lo"
+  ON "lo"."g" = "bounds"."g"
+ AND "lo"."rn" = "bounds"."lo_rn"
+JOIN "ranked" AS "hi"
+  ON "hi"."g" = "bounds"."g"
+ AND "hi"."rn" = "bounds"."hi_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0bc06a8f599240cb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0bc06a8f599240cb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a0e389d9b5e8f573cd2102836f8c04f35cd5ed8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0bc06a8f599240cb.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_0bc06a8f599240cb
+-- problem_id: v2p_n11_e77da9d4a4f8e8b1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "28.7967",
+       SUM(CAST("81.8828" AS REAL)) AS total_measure,
+       SUM(CAST("81.8828" AS REAL)) * 100.0 / SUM(SUM(CAST("81.8828" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "28.7967"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0c5526920c3bba15.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0c5526920c3bba15.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3865ef41b80ea405ac03bfecc4efd5fd9117de20
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0c5526920c3bba15.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_0c5526920c3bba15
+-- problem_id: v2p_n11_e946c0dc535391f0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("16.0021" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0ce3200694706738.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0ce3200694706738.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6721588ec471ec2f78ebeeb5d82199a2ffc85320
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_0ce3200694706738.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_0ce3200694706738
+-- problem_id: v2p_n11_601253f2705a5e99
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "27.7004",
+    COUNT(*) AS support,
+    AVG("2.6449") AS avg_response
+FROM "n11"
+GROUP BY "27.7004"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_10295525251a67b3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_10295525251a67b3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4bbd454ab7fee4658111a379ec94c2f52f2b9fe7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_10295525251a67b3.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_10295525251a67b3
+-- problem_id: v2p_n11_693065368fdc46da
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure"
+FROM "n11"
+WHERE "g" IS NOT NULL
+  AND "0.1982" IS NOT NULL
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1143246e39a5afcc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1143246e39a5afcc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1de65d350005c59ad6899afc006ae4ee4f67d58e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1143246e39a5afcc.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_1143246e39a5afcc
+-- problem_id: v2p_n11_daea8caca3087def
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS "row_count"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_117db728fbde5de2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_117db728fbde5de2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5e850810671ff568fabe125f0ac05a7028327881
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_117db728fbde5de2.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_117db728fbde5de2
+-- problem_id: v2p_n11_6a646ce5f06bc3be
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "group_item_totals"."g", "group_item_totals"."22.011", "group_item_totals"."total_measure",
+       "group_item_totals"."total_measure" * 100.0 / SUM("group_item_totals"."total_measure") OVER (PARTITION BY "group_item_totals"."g") AS "share_within_group"
+FROM (
+  SELECT "g", "22.011", SUM(CAST("27.7004" AS REAL)) AS "total_measure"
+  FROM "n11"
+  GROUP BY "g", "22.011"
+) AS "group_item_totals"
+ORDER BY "share_within_group" DESC
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1230a0e6366ee6c8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1230a0e6366ee6c8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..60faaf158d4a3ec7e82467512e4bb20cdd081397
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1230a0e6366ee6c8.sql
@@ -0,0 +1,81 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_1230a0e6366ee6c8
+-- problem_id: v2p_n11_52a76c632003fa11
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "g" AS "g",
+    CAST("40.092" AS REAL) AS "measure"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND TRIM("g") <> ''
+    AND "40.092" IS NOT NULL
+    AND TRIM("40.092") <> ''
+),
+"group_sizes" AS (
+  SELECT
+    "g",
+    COUNT(*) AS "cnt"
+  FROM "base"
+  GROUP BY "g"
+  HAVING COUNT(*) >= 5
+),
+"ranked" AS (
+  SELECT
+    "base"."g" AS "g",
+    "base"."measure" AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "base"."g"
+      ORDER BY "base"."measure"
+    ) AS "rn"
+  FROM "base"
+  JOIN "group_sizes"
+    ON "group_sizes"."g" = "base"."g"
+),
+"pos" AS (
+  SELECT
+    "g",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) > CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+      THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1
+      ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+    END AS "upper_rn"
+  FROM "group_sizes"
+),
+"bounds" AS (
+  SELECT
+    "pos"."g" AS "g",
+    "pos"."pos" AS "pos",
+    "pos"."lower_rn" AS "lower_rn",
+    "pos"."upper_rn" AS "upper_rn",
+    MAX(CASE WHEN "ranked"."rn" = "pos"."lower_rn" THEN "ranked"."measure" END) AS "lower_measure",
+    MAX(CASE WHEN "ranked"."rn" = "pos"."upper_rn" THEN "ranked"."measure" END) AS "upper_measure"
+  FROM "pos"
+  JOIN "ranked"
+    ON "ranked"."g" = "pos"."g"
+  GROUP BY
+    "pos"."g",
+    "pos"."pos",
+    "pos"."lower_rn",
+    "pos"."upper_rn"
+)
+SELECT
+  "g",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_measure"
+    ELSE "lower_measure" + ("pos" - "lower_rn") * ("upper_measure" - "lower_measure")
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_147b4d9685941bfe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_147b4d9685941bfe.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b4be93a573c7f664b4d819609e9c70d285bf3ad3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_147b4d9685941bfe.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_147b4d9685941bfe
+-- problem_id: v2p_n11_ec55d0ecf222466e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_162d3eb594dd5aa6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_162d3eb594dd5aa6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c4100ea320eab01ddfd754e024e6b2c22b1ca0fb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_162d3eb594dd5aa6.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_162d3eb594dd5aa6
+-- problem_id: v2p_n11_81f441d4d815f4ab
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("22.011" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1a8eb469778f84e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1a8eb469778f84e6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7ddbc509c87e5f06c5cc6d8de7838ffb17e0ed70
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1a8eb469778f84e6.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_1a8eb469778f84e6
+-- problem_id: v2p_n11_f6c8bcef91f27ea2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure"
+FROM "n11"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1b38b2a7e0919f7e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1b38b2a7e0919f7e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b9b8682f9af811291f78eb45d0662fefa64a0b56
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1b38b2a7e0919f7e.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_1b38b2a7e0919f7e
+-- problem_id: v2p_n11_0d4731d28a8df5bf
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("28.7967" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1d64980f0b192156.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1d64980f0b192156.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5aff2de7fb5af5cece1d475f4d907b71a9652567
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1d64980f0b192156.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_1d64980f0b192156
+-- problem_id: v2p_n11_3fee4d54fc9a8353
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "0.3918",
+       SUM(CAST("2.6449" AS REAL)) AS total_measure,
+       SUM(CAST("2.6449" AS REAL)) * 100.0 / SUM(SUM(CAST("2.6449" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "0.3918"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1ddbfe6b4b2988bb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1ddbfe6b4b2988bb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..02f6be5eefbf756a7e90cfcf657c1f3803f12f16
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1ddbfe6b4b2988bb.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_1ddbfe6b4b2988bb
+-- problem_id: v2p_n11_70cc540c93762517
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("27.7004" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1f0369221419fdad.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1f0369221419fdad.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f951322e65cd49cece175aeffe702399800955b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_1f0369221419fdad.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_1f0369221419fdad
+-- problem_id: v2p_n11_02a4a3cb280043cb
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+WHERE "g" IS NOT NULL
+  AND TRIM("g") <> ''
+  AND "16.0021" IS NOT NULL
+  AND TRIM("16.0021") <> ''
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_241160ece0afb248.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_241160ece0afb248.sql
new file mode 100644
index 0000000000000000000000000000000000000000..63cd7c7949102f5a8ef6a848c4d37d8a64e772aa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_241160ece0afb248.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_241160ece0afb248
+-- problem_id: v2p_n11_eb7c8cfca136a04c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_246271ebf737a80f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_246271ebf737a80f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..30fd37d214ba533148f714cdaf7c2e832bc8e31c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_246271ebf737a80f.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_246271ebf737a80f
+-- problem_id: v2p_n11_82cc127ac0f125ac
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("0.3918" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_25465030e74246b4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_25465030e74246b4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6d4d9201e5dbc0254447166049a0da3b87f7383a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_25465030e74246b4.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_25465030e74246b4
+-- problem_id: v2p_n11_651894cb70c92d07
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("27.7004" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2715e6b1b54b42ef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2715e6b1b54b42ef.sql
new file mode 100644
index 0000000000000000000000000000000000000000..580d80e27de2eee01a826372ceec3d99d418b4b4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2715e6b1b54b42ef.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_2715e6b1b54b42ef
+-- problem_id: v2p_n11_2c85712dbf160240
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_28905a94df1288a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_28905a94df1288a3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5a34a4fb5938e921d9a34c8664697e30f603e27a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_28905a94df1288a3.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_28905a94df1288a3
+-- problem_id: v2p_n11_d38438eee2f28369
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("2.6449" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2927747a67a6bf9a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2927747a67a6bf9a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9e612870dfbdad9c5fe5837442d771e3f07f7a17
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2927747a67a6bf9a.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_2927747a67a6bf9a
+-- problem_id: v2p_n11_f20a1b827921110a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2cfd902c252bbcdc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2cfd902c252bbcdc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..822a74fe8da40f2b0cbf4c15a3393129d53e599c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2cfd902c252bbcdc.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_2cfd902c252bbcdc
+-- problem_id: v2p_n11_8c509cc1459ad9e3
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("0.3918" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+WHERE "g" IS NOT NULL
+  AND "0.3918" IS NOT NULL
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f4faa25d0e5eed6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f4faa25d0e5eed6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..be503d350371b0d7900a0f442bf51af7da6f9d4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f4faa25d0e5eed6.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_2f4faa25d0e5eed6
+-- problem_id: v2p_n11_4eb59fdbf5dcefa1
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "22.011",
+    COUNT(*) AS support,
+    AVG("16.0021") AS avg_response
+FROM "n11"
+GROUP BY "22.011"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f585d5bd0c173e2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f585d5bd0c173e2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f7fcf81faee74c98b626eb821fe679faf55be99b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_2f585d5bd0c173e2.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_2f585d5bd0c173e2
+-- problem_id: v2p_n11_b9522aabeb4a1b88
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_30332e24868db890.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_30332e24868db890.sql
new file mode 100644
index 0000000000000000000000000000000000000000..799d860b8ecc95082412c5a852b3b1cbbf7dd656
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_30332e24868db890.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_30332e24868db890
+-- problem_id: v2p_n11_7e98b3e2ed0664a9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3081aa83f75b7534.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3081aa83f75b7534.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2754ef5338cd200e2d24574c99052df7772be9f3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3081aa83f75b7534.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_3081aa83f75b7534
+-- problem_id: v2p_n11_3e96e2b77214d0d8
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("16.0021" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("16.0021" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE NULLIF(TRIM("g"), '') IS NOT NULL
+    AND NULLIF(TRIM("16.0021"), '') IS NOT NULL
+),
+"targets" AS (
+  SELECT DISTINCT
+    "g",
+    "cnt",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lo",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+        THEN CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER)
+      ELSE CAST((1.0 + ("cnt" - 1) * 0.9) AS INTEGER) + 1
+    END AS "hi"
+  FROM "ranked"
+)
+SELECT
+  "t"."g",
+  CASE
+    WHEN "t"."lo" = "t"."hi" THEN MAX(CASE WHEN "r"."rn" = "t"."lo" THEN "r"."measure" END)
+    ELSE MAX(CASE WHEN "r"."rn" = "t"."lo" THEN "r"."measure" END) +
+         ("t"."pos" - "t"."lo") *
+         (
+           MAX(CASE WHEN "r"."rn" = "t"."hi" THEN "r"."measure" END) -
+           MAX(CASE WHEN "r"."rn" = "t"."lo" THEN "r"."measure" END)
+         )
+  END AS "percentile_measure"
+FROM "targets" AS "t"
+JOIN "ranked" AS "r"
+  ON "r"."g" = "t"."g"
+GROUP BY "t"."g", "t"."cnt", "t"."pos", "t"."lo", "t"."hi"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_329b2e196ce01373.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_329b2e196ce01373.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bd4f59547ce01f3a94dbf14eff7ed94afec0f1da
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_329b2e196ce01373.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_329b2e196ce01373
+-- problem_id: v2p_n11_b0d7bb025a2b7023
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("16.0021" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3365f3510360d27b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3365f3510360d27b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fb8264820657e6e0559df992db0c7b73b79a8de8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3365f3510360d27b.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_3365f3510360d27b
+-- problem_id: v2p_n11_bedbfee894235d4b
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT "g", SUM(CAST("27.7004" AS REAL)) AS "group_value"
+    FROM "n11"
+    GROUP BY "g"
+), "total" AS (
+    SELECT SUM("group_value") AS "total_value"
+    FROM "grouped"
+)
+SELECT "g"."g", "g"."group_value"
+FROM "grouped" AS "g"
+CROSS JOIN "total" AS "t"
+WHERE "g"."group_value" > "t"."total_value" * 0.1
+ORDER BY "g"."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_349dc2d7adab2e94.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_349dc2d7adab2e94.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eb028aee0d4d31ef3dd8f141519e77dc99c241a7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_349dc2d7adab2e94.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_349dc2d7adab2e94
+-- problem_id: v2p_n11_10d55ea58222de56
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "16.0021",
+    COUNT(*) AS support,
+    AVG("28.7967") AS avg_response
+FROM "n11"
+GROUP BY "16.0021"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_38373ed167739771.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_38373ed167739771.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2a52e1f9c1e4b3e16f9ee9b48e63e6e842dad191
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_38373ed167739771.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tpch_thresholded_group_ranking
+-- query_record_id: v2q_n11_38373ed167739771
+-- problem_id: v2p_n11_93cbe6a9bb5a2df4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+HAVING SUM(CAST("0.3918" AS REAL)) > 0.4424
+ORDER BY total_measure DESC
+LIMIT 18;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3abc9fb00b4dc2de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3abc9fb00b4dc2de.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1ee9385b467f9be1ead36256d718bbfa378c24b9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3abc9fb00b4dc2de.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_thresholded_group_ranking
+-- query_record_id: v2q_n11_3abc9fb00b4dc2de
+-- problem_id: v2p_n11_79a11e3c069dd4e0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure
+FROM "n11"
+WHERE "g" IS NOT NULL AND "22.011" IS NOT NULL
+GROUP BY "g"
+HAVING SUM(CAST("22.011" AS REAL)) > 24.862676
+ORDER BY total_measure DESC
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3bb31921e17c2931.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3bb31921e17c2931.sql
new file mode 100644
index 0000000000000000000000000000000000000000..452339b75375d4c449221915e8ca3eb2581697db
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3bb31921e17c2931.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_3bb31921e17c2931
+-- problem_id: v2p_n11_e795c663ed2baeaf
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3d666940b41faead.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3d666940b41faead.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a12094f3e94fffd6b08cdefc798b2a1d03edaf55
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3d666940b41faead.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_3d666940b41faead
+-- problem_id: v2p_n11_dbeac595dced7557
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3e373d4305aa806c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3e373d4305aa806c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..029a69e6b7f14ca456f2a686fab9196c3b52eb73
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3e373d4305aa806c.sql
@@ -0,0 +1,27 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_3e373d4305aa806c
+-- problem_id: v2p_n11_3554ae89c4867fbc
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  t."g",
+  t."81.8828",
+  t.total_measure,
+  t.total_measure * 100.0 / SUM(t.total_measure) OVER (PARTITION BY t."g") AS share_within_group
+FROM (
+  SELECT
+    "g",
+    "81.8828",
+    SUM(CAST("40.092" AS REAL)) AS total_measure
+  FROM "n11"
+  GROUP BY "g", "81.8828"
+) AS t
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3ef720f8bf3788bc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3ef720f8bf3788bc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..212046f48aacfae7955ecc2670c4690d55e09367
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3ef720f8bf3788bc.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_3ef720f8bf3788bc
+-- problem_id: v2p_n11_87c1075c377b5e02
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("0.3918" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3f1a8cf6bd1d1203.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3f1a8cf6bd1d1203.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e7e639454a0614306705c3eee22a814a50693478
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3f1a8cf6bd1d1203.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_3f1a8cf6bd1d1203
+-- problem_id: v2p_n11_9d27e81a6df49ff0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("27.7004" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ca3fae9c333b06a88be0ec3bdd33309dfe21e10c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3fa11a9cdaf5cdf9.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_3fa11a9cdaf5cdf9
+-- problem_id: v2p_n11_0e32a6046b3c8a42
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT
+        CAST("0.3918" AS REAL) AS "0.3918",
+        NTILE(10) OVER (ORDER BY CAST("0.3918" AS REAL) DESC) AS tail_bucket
+    FROM "n11"
+)
+SELECT "0.3918"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "0.3918" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3fb033e5be736bb7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3fb033e5be736bb7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c47b335689dbee0e30d8bb9119200f0042c5a855
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_3fb033e5be736bb7.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_3fb033e5be736bb7
+-- problem_id: v2p_n11_ef3a2f3e7ae60755
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+WHERE "g" IS NOT NULL
+  AND "40.092" IS NOT NULL
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_41f2a6276ab10253.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_41f2a6276ab10253.sql
new file mode 100644
index 0000000000000000000000000000000000000000..61d5545a8c94b002b841e2f743b228ddd2762203
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_41f2a6276ab10253.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_41f2a6276ab10253
+-- problem_id: v2p_n11_98b13a7b377bfb7d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+  SELECT "g", SUM(CAST("40.092" AS REAL)) AS group_value
+  FROM "n11"
+  GROUP BY "g"
+), total AS (
+  SELECT SUM(group_value) AS total_value
+  FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_428682ba2a6bf8e4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_428682ba2a6bf8e4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..823432768c30143894b085620cb30dfda5cad140
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_428682ba2a6bf8e4.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_428682ba2a6bf8e4
+-- problem_id: v2p_n11_bca387fd6da1d28e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e5fd0ab1e1a16f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e5fd0ab1e1a16f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2d8f2ea5f17670e123d4c9238fa608ed4c716bf9
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e5fd0ab1e1a16f.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_42e5fd0ab1e1a16f
+-- problem_id: v2p_n11_7091473a4c764e57
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "-8.2027",
+       SUM(CAST("22.011" AS REAL)) AS total_measure,
+       SUM(CAST("22.011" AS REAL)) * 100.0 / SUM(SUM(CAST("22.011" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "-8.2027"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e7c8649081f92c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e7c8649081f92c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..304772d90d420ef3e54b5f6acf4b67830ede37ba
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_42e7c8649081f92c.sql
@@ -0,0 +1,61 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_42e7c8649081f92c
+-- problem_id: v2p_n11_a011930f4850711d
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "g" AS "group_col",
+    CAST(NULLIF("0.1982", '') AS REAL) AS "measure"
+  FROM "n11"
+  WHERE NULLIF("0.1982", '') IS NOT NULL
+),
+"stats" AS (
+  SELECT
+    "group_col",
+    "measure",
+    ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure") AS "rn",
+    COUNT(*) OVER (PARTITION BY "group_col") AS "n"
+  FROM "base"
+),
+"positions" AS (
+  SELECT DISTINCT
+    "group_col",
+    (1.0 + 0.9 * ("n" - 1)) AS "pos",
+    CAST(1.0 + 0.9 * ("n" - 1) AS INTEGER) AS "lower_rn",
+    CAST(1.0 + 0.9 * ("n" - 1) AS INTEGER) +
+      CASE
+        WHEN (1.0 + 0.9 * ("n" - 1)) > CAST(1.0 + 0.9 * ("n" - 1) AS INTEGER) THEN 1
+        ELSE 0
+      END AS "upper_rn"
+  FROM "stats"
+)
+SELECT
+  "p"."group_col" AS "g",
+  CASE
+    WHEN "p"."lower_rn" = "p"."upper_rn" THEN
+      MAX(CASE WHEN "s"."rn" = "p"."lower_rn" THEN "s"."measure" END)
+    ELSE
+      MAX(CASE WHEN "s"."rn" = "p"."lower_rn" THEN "s"."measure" END) +
+      ("p"."pos" - "p"."lower_rn") * (
+        MAX(CASE WHEN "s"."rn" = "p"."upper_rn" THEN "s"."measure" END) -
+        MAX(CASE WHEN "s"."rn" = "p"."lower_rn" THEN "s"."measure" END)
+      )
+  END AS "percentile_measure"
+FROM "positions" AS "p"
+JOIN "stats" AS "s"
+  ON "s"."group_col" = "p"."group_col"
+GROUP BY
+  "p"."group_col",
+  "p"."pos",
+  "p"."lower_rn",
+  "p"."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_437b432423538790.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_437b432423538790.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bd7c5e244b25b8a9f1c250c5ba7b649be536ba22
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_437b432423538790.sql
@@ -0,0 +1,53 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_437b432423538790
+-- problem_id: v2p_n11_f4b320bee39b6647
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("27.7004" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("27.7004" AS REAL)
+    ) AS "seq",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "27.7004" IS NOT NULL
+),
+"targets" AS (
+  SELECT
+    "g",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "target_rank"
+  FROM "ranked"
+  GROUP BY "g", "cnt"
+)
+SELECT
+  "r"."g",
+  CASE
+    WHEN "t"."target_rank" = CAST("t"."target_rank" AS INTEGER) THEN
+      MAX(CASE WHEN "r"."seq" = CAST("t"."target_rank" AS INTEGER) THEN "r"."measure_value" END)
+    ELSE
+      (
+        MAX(CASE WHEN "r"."seq" = CAST("t"."target_rank" AS INTEGER) THEN "r"."measure_value" END) *
+        ((CAST("t"."target_rank" AS INTEGER) + 1) - "t"."target_rank")
+      ) + (
+        MAX(CASE WHEN "r"."seq" = CAST("t"."target_rank" AS INTEGER) + 1 THEN "r"."measure_value" END) *
+        ("t"."target_rank" - CAST("t"."target_rank" AS INTEGER))
+      )
+  END AS "percentile_measure"
+FROM "ranked" AS "r"
+JOIN "targets" AS "t"
+  ON "r"."g" = "t"."g"
+GROUP BY "r"."g", "t"."target_rank"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_44fe509a581eaefe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_44fe509a581eaefe.sql
new file mode 100644
index 0000000000000000000000000000000000000000..083fc4400d72bddca3c9bb1a8db8acf5d4407f90
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_44fe509a581eaefe.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_44fe509a581eaefe
+-- problem_id: v2p_n11_4848690a00ddcd97
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("27.7004" AS REAL) AS "27.7004",
+           NTILE(10) OVER (ORDER BY CAST("27.7004" AS REAL) DESC) AS tail_bucket
+    FROM "n11"
+    WHERE "27.7004" IS NOT NULL
+)
+SELECT "27.7004"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "27.7004" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_46f91922711630d5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_46f91922711630d5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..92effa9723b165163cfd4931f4419de24ac01059
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_46f91922711630d5.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_46f91922711630d5
+-- problem_id: v2p_n11_bbd849f77115f16a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("40.092" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_472f739f548e040f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_472f739f548e040f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c1ee60040ef503aa6996b981de2879abd4fc3e72
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_472f739f548e040f.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_472f739f548e040f
+-- problem_id: v2p_n11_1dd72a99db45f398
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("22.011" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_4736f04750ff3bb7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_4736f04750ff3bb7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..377949df9f22b3400c2b5d0b2ace95cdc1157d2f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_4736f04750ff3bb7.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_4736f04750ff3bb7
+-- problem_id: v2p_n11_b38f7993dd62e31d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "g",
+  COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 19;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_479395038bf9ab29.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_479395038bf9ab29.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ec0ccdabb335e59ac2c8085d5a9e080ef066fec1
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_479395038bf9ab29.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_479395038bf9ab29
+-- problem_id: v2p_n11_6631a45c7f807159
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+    SELECT CAST("2.6449" AS REAL) AS "2.6449",
+           NTILE(10) OVER (ORDER BY CAST("2.6449" AS REAL) DESC) AS "tail_bucket"
+    FROM "n11"
+)
+SELECT "2.6449"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "2.6449" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_4d208148d5a42c0c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_4d208148d5a42c0c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5dc5085901c38fa7dc14e7613981f437f624bc91
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_4d208148d5a42c0c.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_4d208148d5a42c0c
+-- problem_id: v2p_n11_5a9ff430e51ab704
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5121840a9c2726d3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5121840a9c2726d3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a90d51b9fa81283c35e0b68b0052f736cf764194
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5121840a9c2726d3.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_5121840a9c2726d3
+-- problem_id: v2p_n11_3435fb949e0f763f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_53a8bab237b256a3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_53a8bab237b256a3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..52f9a40839fb02a0c75a8be67c203b9eec4aac5b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_53a8bab237b256a3.sql
@@ -0,0 +1,27 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_53a8bab237b256a3
+-- problem_id: v2p_n11_ba136fb5bf0b9bb2
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT "g", SUM(CAST("0.3918" AS REAL)) AS "group_value"
+  FROM "n11"
+  GROUP BY "g"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT grp."g", grp."group_value"
+FROM "grouped" AS grp
+CROSS JOIN "total" AS tot
+WHERE grp."group_value" > tot."total_value" * 0.05
+ORDER BY grp."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_56405f30cd6026a5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_56405f30cd6026a5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ffe7506d087fe26412637dd4059b6cfaef8893ca
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_56405f30cd6026a5.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_56405f30cd6026a5
+-- problem_id: v2p_n11_5215d6410ddebb44
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_570fbf350f84b077.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_570fbf350f84b077.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eb3a3743ebe1672ef7b85dbba0ff6975aaef273c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_570fbf350f84b077.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_570fbf350f84b077
+-- problem_id: v2p_n11_e83bf52681dbcaf6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "27.7004",
+       SUM(CAST("0.1982" AS REAL)) AS total_measure,
+       SUM(CAST("0.1982" AS REAL)) * 100.0 / SUM(SUM(CAST("0.1982" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "27.7004"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_592767a0755e53a8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_592767a0755e53a8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..65cda9ab400e880bf798285b6fa9830ecea2d817
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_592767a0755e53a8.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_592767a0755e53a8
+-- problem_id: v2p_n11_f7876c0b1114527f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5998c8a1240062b6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5998c8a1240062b6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..211d4096836b8fb2270bb0f47eef62537ec2d499
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5998c8a1240062b6.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_5998c8a1240062b6
+-- problem_id: v2p_n11_c3fcedfa735175e4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("81.8828" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold"
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5c59c8e6d5909aaa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5c59c8e6d5909aaa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3c45c46d545a894e1a1351edba0030cac4d21685
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5c59c8e6d5909aaa.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_5c59c8e6d5909aaa
+-- problem_id: v2p_n11_b0cec32451486f46
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("28.7967" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5f77049f52abd7d9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5f77049f52abd7d9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c56a73ca6864de4600d6b7245fbe5de102c7ba9e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_5f77049f52abd7d9.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_5f77049f52abd7d9
+-- problem_id: v2p_n11_622cb5756aef5c36
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_60d675e03809591f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_60d675e03809591f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3f4a18d746d6306be6e582ce5d8e2cb9e8912883
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_60d675e03809591f.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_60d675e03809591f
+-- problem_id: v2p_n11_5b11a40a8ef4e5a2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_665de459d1c3930b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_665de459d1c3930b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b99054e457e48eb1627fcac24d7083611be2ce7c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_665de459d1c3930b.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_665de459d1c3930b
+-- problem_id: v2p_n11_5f58a13fe38631e5
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_67f057ac3e931e52.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_67f057ac3e931e52.sql
new file mode 100644
index 0000000000000000000000000000000000000000..0decc4279d4a1aba291b90c38b195d8ce5acd2b6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_67f057ac3e931e52.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_67f057ac3e931e52
+-- problem_id: v2p_n11_fb85d1ebe0396056
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6828eb923a8854c7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6828eb923a8854c7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b95838f5d647c81255c1fc65fa0b47747b5b7c63
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6828eb923a8854c7.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_6828eb923a8854c7
+-- problem_id: v2p_n11_6c3d3542399b1c96
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS "condition_rate"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "condition_rate" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_691021b2d6508fa8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_691021b2d6508fa8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8d409792ced4e354f1170d6c77244a23915841b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_691021b2d6508fa8.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_691021b2d6508fa8
+-- problem_id: v2p_n11_cec79549281b8b18
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS "avg_measure"
+FROM "n11"
+ORDER BY "avg_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_697bb7daf5e62740.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_697bb7daf5e62740.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a521c2416d4b7150331d3146c9dd31fdbbc986ab
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_697bb7daf5e62740.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_697bb7daf5e62740
+-- problem_id: v2p_n11_0babe971bfa5dd3c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "0.3918",
+    COUNT(*) AS support,
+    AVG("28.7967") AS avg_response
+FROM "n11"
+GROUP BY "0.3918"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6a947b37e5596f37.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6a947b37e5596f37.sql
new file mode 100644
index 0000000000000000000000000000000000000000..02249078d406b9f7c16dad2346862317eb253ba5
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6a947b37e5596f37.sql
@@ -0,0 +1,55 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_6a947b37e5596f37
+-- problem_id: v2p_n11_7caf1b08c883cdd3
+-- realization_mode: agent
+-- source_kind: agent
+WITH "base" AS (
+  SELECT
+    "g",
+    CAST("16.0021" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("16.0021" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "g"
+    ) AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "16.0021" IS NOT NULL
+),
+"pos" AS (
+  SELECT DISTINCT
+    "g",
+    1.0 + ("cnt" - 1) * 0.95 AS "pos",
+    CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) AS "lo",
+    CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) + CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.95) > CAST(1.0 + ("cnt" - 1) * 0.95 AS INT) THEN 1
+      ELSE 0
+    END AS "hi"
+  FROM "base"
+)
+SELECT
+  "pos"."g",
+  CASE
+    WHEN "pos"."lo" = "pos"."hi" THEN MAX(CASE WHEN "base"."rn" = "pos"."lo" THEN "base"."measure" END)
+    ELSE MAX(CASE WHEN "base"."rn" = "pos"."lo" THEN "base"."measure" END) * ("pos"."hi" - "pos"."pos")
+       + MAX(CASE WHEN "base"."rn" = "pos"."hi" THEN "base"."measure" END) * ("pos"."pos" - "pos"."lo")
+  END AS "percentile_measure"
+FROM "pos"
+JOIN "base"
+  ON "base"."g" = "pos"."g"
+GROUP BY
+  "pos"."g",
+  "pos"."pos",
+  "pos"."lo",
+  "pos"."hi"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6cacdb6f47dc14f7.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6cacdb6f47dc14f7.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d649ce33478c717c12823b4de8fb8c7e18e7b566
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6cacdb6f47dc14f7.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_6cacdb6f47dc14f7
+-- problem_id: v2p_n11_04fa496e04c2564d
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6d3301ffad7d3256.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6d3301ffad7d3256.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8f76a8aad594b70273e88b757bdf7d17e2fff186
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_6d3301ffad7d3256.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_6d3301ffad7d3256
+-- problem_id: v2p_n11_72ef35812158bfcc
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS row_count
+FROM "n11"
+GROUP BY "g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7150369dd78e8895.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7150369dd78e8895.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ea275bec1bf9f84a985d0dd64e85a2a43da89458
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7150369dd78e8895.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_7150369dd78e8895
+-- problem_id: v2p_n11_b8a95946ab97a25a
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "g",
+  "2.6449",
+  SUM(CAST("16.0021" AS REAL)) AS total_measure,
+  SUM(CAST("16.0021" AS REAL)) * 100.0 / SUM(SUM(CAST("16.0021" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "2.6449"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_720cc3ec7773abc0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_720cc3ec7773abc0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ac6efe670670cbe650af34562928af951a57bf81
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_720cc3ec7773abc0.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_720cc3ec7773abc0
+-- problem_id: v2p_n11_f915285db9218bf4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.3918" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_73661fd35e4cc351.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_73661fd35e4cc351.sql
new file mode 100644
index 0000000000000000000000000000000000000000..055965918429e970832c0c1852fc28040f896dbc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_73661fd35e4cc351.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_73661fd35e4cc351
+-- problem_id: v2p_n11_032368a3ecaf16c5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_738af8d2aed2fd77.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_738af8d2aed2fd77.sql
new file mode 100644
index 0000000000000000000000000000000000000000..daa33d1f12976495f497039fe94f332abf550b8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_738af8d2aed2fd77.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_738af8d2aed2fd77
+-- problem_id: v2p_n11_e5f6485366ace864
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+    SELECT
+        "g",
+        SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS "numerator_count",
+        SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS "denominator_count"
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT
+    "g",
+    CAST("numerator_count" AS FLOAT) / NULLIF("denominator_count", 0) AS "condition_ratio"
+FROM "grouped"
+ORDER BY "condition_ratio" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7cf08d833c0e81f8.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7cf08d833c0e81f8.sql
new file mode 100644
index 0000000000000000000000000000000000000000..865f03583624bedaae62532b86a1aa79393915e4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7cf08d833c0e81f8.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_7cf08d833c0e81f8
+-- problem_id: v2p_n11_69262306240370e7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d1679041169db75.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d1679041169db75.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3371e1e4920605d9ebc89aa6a275f5edfa5ecafa
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d1679041169db75.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_7d1679041169db75
+-- problem_id: v2p_n11_861cba7c69df5bea
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS row_count
+FROM "n11"
+GROUP BY "g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d44091665b2d53c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d44091665b2d53c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1ae713e2fc556999c38edb115a240b6fefd4c63b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_7d44091665b2d53c.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_7d44091665b2d53c
+-- problem_id: v2p_n11_15155852e7b9a196
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("-8.2027" AS REAL) AS "measure_col",
+           NTILE(10) OVER (ORDER BY CAST("-8.2027" AS REAL) DESC) AS "tail_bucket"
+    FROM "n11"
+    WHERE "-8.2027" IS NOT NULL
+)
+SELECT "measure_col"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "measure_col" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8172961f009749c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8172961f009749c1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..efda14a606f934255afe4081467bfc6ebdede963
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8172961f009749c1.sql
@@ -0,0 +1,25 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_8172961f009749c1
+-- problem_id: v2p_n11_4c674b22049ac57b
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "g" AS value_label, COUNT(*) AS support
+    FROM "n11"
+    GROUP BY "g"
+)
+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_b/n11/sql/v2q_n11_83a9e421980cbe11.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83a9e421980cbe11.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f8adf7fa7d5c57d5116197d7b894b2bb22363383
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83a9e421980cbe11.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_83a9e421980cbe11
+-- problem_id: v2p_n11_e315eea028f1cf53
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83d23b12bf62165f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83d23b12bf62165f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b226ba11e16f11ab51a771c3fa31ed08f04a7f65
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_83d23b12bf62165f.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_83d23b12bf62165f
+-- problem_id: v2p_n11_2c505fe4ccad801b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8528d1d5ab8bd674.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8528d1d5ab8bd674.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b4c8881959c0e9a97c32dcfde278feb0377a0675
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8528d1d5ab8bd674.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_8528d1d5ab8bd674
+-- problem_id: v2p_n11_310dd9fbbf3ffa9f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 17;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87c6b7872fce3a52.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87c6b7872fce3a52.sql
new file mode 100644
index 0000000000000000000000000000000000000000..052b8b3454a9fb706d2eb952474ca209448e2e36
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87c6b7872fce3a52.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_87c6b7872fce3a52
+-- problem_id: v2p_n11_7036510d451f3738
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "27.7004",
+       SUM(CAST("0.1982" AS REAL)) AS total_measure,
+       SUM(CAST("0.1982" AS REAL)) * 100.0 / SUM(SUM(CAST("0.1982" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "27.7004"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87f965a2817822e6.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87f965a2817822e6.sql
new file mode 100644
index 0000000000000000000000000000000000000000..56eb7fe0ef9434d1d9e3cd43736e6031e2770066
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_87f965a2817822e6.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_87f965a2817822e6
+-- problem_id: v2p_n11_5cea40bebe1ef8ea
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+  "g",
+  COUNT(*) AS "support"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "support" ASC, "g"
+LIMIT 16;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8c2cdd3be80d046d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8c2cdd3be80d046d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..38555166f1ea974a13ed65e4f7d7ebbabd3b5b8d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_8c2cdd3be80d046d.sql
@@ -0,0 +1,29 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_8c2cdd3be80d046d
+-- problem_id: v2p_n11_df16447d2dd8ad62
+-- realization_mode: agent
+-- source_kind: agent
+WITH "grouped" AS (
+  SELECT
+    "g",
+    SUM(CAST("81.8828" AS REAL)) AS "group_value"
+  FROM "n11"
+  GROUP BY "g"
+),
+"total" AS (
+  SELECT SUM("group_value") AS "total_value"
+  FROM "grouped"
+)
+SELECT "grp"."g", "grp"."group_value"
+FROM "grouped" AS "grp"
+CROSS JOIN "total" AS "tot"
+WHERE "grp"."group_value" > "tot"."total_value" * 0.05
+ORDER BY "grp"."group_value" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_911491806429624c.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_911491806429624c.sql
new file mode 100644
index 0000000000000000000000000000000000000000..52bab22a057edd1893959f368624c811575355e0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_911491806429624c.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_911491806429624c
+-- problem_id: v2p_n11_2dbe7d52dde2c428
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS "row_count"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "row_count" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_96c0aabcf3c8a01e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_96c0aabcf3c8a01e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..44c54a237450c0eae0dcead1692057c10712d48a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_96c0aabcf3c8a01e.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_96c0aabcf3c8a01e
+-- problem_id: v2p_n11_5ffe014e81f11f96
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("2.6449" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9c2c94ac33215ffe.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9c2c94ac33215ffe.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ffb74680b45dbd34872b2f4ca2380ba82b723b19
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9c2c94ac33215ffe.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_9c2c94ac33215ffe
+-- problem_id: v2p_n11_bce89aacc0df3db9
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "40.092",
+    COUNT(*) AS support,
+    AVG("2.6449") AS avg_response
+FROM "n11"
+GROUP BY "40.092"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9f61b37970c6e382.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9f61b37970c6e382.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3acd07f6c09d53c0ccb2c3a9db370dfc98c5c8c7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9f61b37970c6e382.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_9f61b37970c6e382
+-- problem_id: v2p_n11_49c29b8f5b91a5d9
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS row_count
+FROM "n11"
+GROUP BY "g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9facac92c8d7b3b2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9facac92c8d7b3b2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..97bb21e0fc91914ad1fe4fa9fb3076b0de937700
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_9facac92c8d7b3b2.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_9facac92c8d7b3b2
+-- problem_id: v2p_n11_92f199592c813bc0
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "2.6449",
+    COUNT(*) AS support,
+    AVG("28.7967") AS avg_response
+FROM "n11"
+GROUP BY "2.6449"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a25aa788971e39b3.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a25aa788971e39b3.sql
new file mode 100644
index 0000000000000000000000000000000000000000..d285afc4bd5b803c04b09ca6c18e452d5e16afe3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a25aa788971e39b3.sql
@@ -0,0 +1,59 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_a25aa788971e39b3
+-- problem_id: v2p_n11_1a1374872a33d873
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "g" AS "group_col",
+    CAST("81.8828" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("81.8828" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "81.8828" IS NOT NULL
+),
+"bounds" AS (
+  SELECT DISTINCT
+    "group_col",
+    "cnt",
+    (0.9 * ("cnt" - 1)) + 1.0 AS "pos",
+    CAST((0.9 * ("cnt" - 1)) + 1.0 AS INTEGER) AS "lo_rn",
+    CAST((0.9 * ("cnt" - 1)) + 1.0 AS INTEGER) +
+      CASE
+        WHEN ((0.9 * ("cnt" - 1)) + 1.0) > CAST((0.9 * ("cnt" - 1)) + 1.0 AS INTEGER) THEN 1
+        ELSE 0
+      END AS "hi_rn"
+  FROM "ordered"
+  WHERE "cnt" >= 5
+),
+"picked" AS (
+  SELECT
+    b."group_col",
+    b."pos",
+    MAX(CASE WHEN o."rn" = b."lo_rn" THEN o."measure" END) AS "lo_val",
+    MAX(CASE WHEN o."rn" = b."hi_rn" THEN o."measure" END) AS "hi_val"
+  FROM "bounds" AS b
+  JOIN "ordered" AS o
+    ON o."group_col" = b."group_col"
+  GROUP BY b."group_col", b."pos"
+)
+SELECT
+  "group_col" AS "g",
+  CASE
+    WHEN "pos" = CAST("pos" AS INTEGER) THEN "lo_val"
+    ELSE "lo_val" + ("pos" - CAST("pos" AS INTEGER)) * ("hi_val" - "lo_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a2e24be0d22aac85.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a2e24be0d22aac85.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6452f8a8bfe50874fdbbbc9e8af15106377c6398
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a2e24be0d22aac85.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_a2e24be0d22aac85
+-- problem_id: v2p_n11_5450e57cb5a6bfa8
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5747f899531e317.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5747f899531e317.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fd1ae49bfb9270bd750a50d3cbc40ab8fa11298c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5747f899531e317.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_conditional_contrast
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_a5747f899531e317
+-- problem_id: v2p_n11_502720df76fba7a1
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql
new file mode 100644
index 0000000000000000000000000000000000000000..64d900bd61343f72376cd4650c450898070f9a8a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a5ea6debf90ed4ef.sql
@@ -0,0 +1,22 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_a5ea6debf90ed4ef
+-- problem_id: v2p_n11_707d24ac3015ea11
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("28.7967" AS REAL) AS "28.7967",
+           NTILE(10) OVER (ORDER BY CAST("28.7967" AS REAL) DESC) AS "tail_bucket"
+    FROM "n11"
+)
+SELECT "28.7967"
+FROM buckets
+WHERE "tail_bucket" = 1
+ORDER BY "28.7967" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a64d0926f87e5047.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a64d0926f87e5047.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8a151665a0f4ae05b4017ea494093cf7521d255e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a64d0926f87e5047.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_a64d0926f87e5047
+-- problem_id: v2p_n11_cdadebe962258d94
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "-8.2027",
+    COUNT(*) AS support,
+    AVG("0.3918") AS avg_response
+FROM "n11"
+GROUP BY "-8.2027"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7de929652495c30.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7de929652495c30.sql
new file mode 100644
index 0000000000000000000000000000000000000000..547b2be08dcc4347db77d5f8a494e968d2e38000
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7de929652495c30.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_a7de929652495c30
+-- problem_id: v2p_n11_98922845bce128c2
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS "support"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "support" ASC, "g"
+LIMIT 15;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7f2400c1bce6c75.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7f2400c1bce6c75.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b1dfdde8df7122233ec3facd4448995f45816605
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a7f2400c1bce6c75.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_a7f2400c1bce6c75
+-- problem_id: v2p_n11_290db3cee3d06ff7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "40.092",
+       SUM(CAST("-8.2027" AS REAL)) AS total_measure,
+       SUM(CAST("-8.2027" AS REAL)) * 100.0 / SUM(SUM(CAST("-8.2027" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "40.092"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a86e435cdd0eac08.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a86e435cdd0eac08.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cca4b810dd7defd1ba4a342ab128f7c3f946b56c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a86e435cdd0eac08.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_a86e435cdd0eac08
+-- problem_id: v2p_n11_654d6389bc33b20d
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("22.011" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a8d0baf678968185.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a8d0baf678968185.sql
new file mode 100644
index 0000000000000000000000000000000000000000..11edaf906ff1796c12ffdbae931f3baf026a878d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a8d0baf678968185.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_a8d0baf678968185
+-- problem_id: v2p_n11_2d33c8990e86be04
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "0.1982",
+    COUNT(*) AS support,
+    AVG("0.3918") AS avg_response
+FROM "n11"
+GROUP BY "0.1982"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a91eca6456c8bf88.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a91eca6456c8bf88.sql
new file mode 100644
index 0000000000000000000000000000000000000000..4d3fb094ae24214c3036542337def03c4fdb3293
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_a91eca6456c8bf88.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_a91eca6456c8bf88
+-- problem_id: v2p_n11_9d87b18cdb361174
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 12;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aa321be36b751865.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aa321be36b751865.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dd87efd9bf41d50ba499e875b0b47922b7a6c66d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aa321be36b751865.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_aa321be36b751865
+-- problem_id: v2p_n11_2c13d1ec2830462c
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "0.1982",
+    COUNT(*) AS support,
+    AVG("28.7967") AS avg_response
+FROM "n11"
+GROUP BY "0.1982"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aad992f8f9c1b973.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aad992f8f9c1b973.sql
new file mode 100644
index 0000000000000000000000000000000000000000..64904c4d3e79dc2585d5cf4c9acd77869a4d3fa6
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aad992f8f9c1b973.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_aad992f8f9c1b973
+-- problem_id: v2p_n11_383b6c9a35361d72
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aba6237aedfe66e0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aba6237aedfe66e0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9f576ca7c054e531db5251913316c83606a0d487
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_aba6237aedfe66e0.sql
@@ -0,0 +1,57 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_aba6237aedfe66e0
+-- problem_id: v2p_n11_23845a78209230fd
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "g" AS "g",
+    CAST("81.8828" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("81.8828" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "81.8828" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "g",
+    (0.95 * ("cnt" - 1)) + 1.0 AS "pos",
+    CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN ((0.95 * ("cnt" - 1)) + 1.0) = CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER)
+        THEN CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER)
+      ELSE CAST((0.95 * ("cnt" - 1)) + 1.0 AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"bounds" AS (
+  SELECT
+    p."g",
+    p."pos",
+    MAX(CASE WHEN o."rn" = p."lower_rn" THEN o."measure" END) AS "lower_value",
+    MAX(CASE WHEN o."rn" = p."upper_rn" THEN o."measure" END) AS "upper_value"
+  FROM "positions" AS p
+  JOIN "ordered" AS o
+    ON o."g" = p."g"
+  GROUP BY p."g", p."pos"
+)
+SELECT
+  "g",
+  CASE
+    WHEN "lower_value" IS NULL THEN NULL
+    WHEN "upper_value" IS NULL OR "pos" = CAST("pos" AS INTEGER) THEN "lower_value"
+    ELSE "lower_value" + ("pos" - CAST("pos" AS INTEGER)) * ("upper_value" - "lower_value")
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_abd92e957207e4bb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_abd92e957207e4bb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1aa020d29a981f172004e2b56df8dba91ef71633
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_abd92e957207e4bb.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_abd92e957207e4bb
+-- problem_id: v2p_n11_379b11ab9f13eb52
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS row_count
+FROM "n11"
+GROUP BY "g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae188ce730c9e33b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae188ce730c9e33b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cfc7d60cd2025d0d1850497ac57176b8819d844a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae188ce730c9e33b.sql
@@ -0,0 +1,28 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_ae188ce730c9e33b
+-- problem_id: v2p_n11_4c5e4906d1f4fba4
+-- realization_mode: deterministic
+-- source_kind: deterministic
+WITH grouped AS (
+    SELECT "g" AS value_label, COUNT(*) AS support
+    FROM "n11"
+    GROUP BY "g"
+), 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_b/n11/sql/v2q_n11_ae1f830e608eb54a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae1f830e608eb54a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7e2e6e0819995ec3c6e948d704e9e1a6e1c37352
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae1f830e608eb54a.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_ae1f830e608eb54a
+-- problem_id: v2p_n11_485748c16f116bf0
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+WHERE "g" IS NOT NULL
+  AND "28.7967" IS NOT NULL
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae69e103bfcb52de.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae69e103bfcb52de.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5f3a5d3a9843c28896c16811d4ef9a81626e6463
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ae69e103bfcb52de.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_ae69e103bfcb52de
+-- problem_id: v2p_n11_dfbcb5693b63b750
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 13;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b0080b422fb831ce.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b0080b422fb831ce.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9a4e0d6e541cce0a8245cdf65477a164b0cfd9df
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b0080b422fb831ce.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_b0080b422fb831ce
+-- problem_id: v2p_n11_a8db7e2e3ee5d9c5
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "0.3918",
+       SUM(CAST("2.6449" AS REAL)) AS total_measure,
+       SUM(CAST("2.6449" AS REAL)) * 100.0 / SUM(SUM(CAST("2.6449" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "0.3918"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b086ff9c055bc626.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b086ff9c055bc626.sql
new file mode 100644
index 0000000000000000000000000000000000000000..549e9c09b6b57d6564c0e7152f36e2013373cddc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b086ff9c055bc626.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_b086ff9c055bc626
+-- problem_id: v2p_n11_d11173a6980a5af1
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "-8.2027",
+    COUNT(*) AS support,
+    AVG("28.7967") AS avg_response
+FROM "n11"
+GROUP BY "-8.2027"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b56493de957b2814.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b56493de957b2814.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5af1634f48d6e670cc6a30b2cacf48ec477a11d3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b56493de957b2814.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: subgroup_size_stability
+-- intended_facet_id: subgroup_distribution_shift
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_clickbench_group_count
+-- query_record_id: v2q_n11_b56493de957b2814
+-- problem_id: v2p_n11_8949cfc61073ec8f
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", COUNT(*) AS row_count
+FROM "n11"
+GROUP BY "g"
+ORDER BY row_count DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b655b6a9237f41cc.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b655b6a9237f41cc.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cf296709a91b245d2acb037f9e3ed4f2cbca7271
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b655b6a9237f41cc.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_b655b6a9237f41cc
+-- problem_id: v2p_n11_92d917cd97110ab4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "0.1982",
+       SUM(CAST("0.3918" AS REAL)) AS total_measure,
+       SUM(CAST("0.3918" AS REAL)) * 100.0 / SUM(SUM(CAST("0.3918" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "0.1982"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b88105c5eccf2f1b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b88105c5eccf2f1b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..434c2a8d1808887ceb33193e597891989e337cdd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_b88105c5eccf2f1b.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_b88105c5eccf2f1b
+-- problem_id: v2p_n11_1feb9b7f5a714efc
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "0.1982",
+       SUM(CAST("0.3918" AS REAL)) AS total_measure,
+       SUM(CAST("0.3918" AS REAL)) * 100.0 / SUM(SUM(CAST("0.3918" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "0.1982"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ba9c20951d2c0f4a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ba9c20951d2c0f4a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cb55649ac674d0e5e66364ac01d3e58cb6bd7473
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ba9c20951d2c0f4a.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: slice_level_consistency
+-- intended_facet_id: conditional_interaction_hotspots
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_ba9c20951d2c0f4a
+-- problem_id: v2p_n11_dc1818fbb3343573
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bbb86702da6d8cfa.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bbb86702da6d8cfa.sql
new file mode 100644
index 0000000000000000000000000000000000000000..6161c5b2158ee1a837864cf1eb4557bf34a9c682
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bbb86702da6d8cfa.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_bbb86702da6d8cfa
+-- problem_id: v2p_n11_2df8232aafb1012c
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+  SELECT "g", SUM(CAST("0.1982" AS REAL)) AS group_value
+  FROM "n11"
+  GROUP BY "g"
+), total AS (
+  SELECT SUM(group_value) AS total_value
+  FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bef775df822ee4d2.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bef775df822ee4d2.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8dd63438053b8f04e5284de0c895529a38e339b2
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_bef775df822ee4d2.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_bef775df822ee4d2
+-- problem_id: v2p_n11_1a9ff290d89c4103
+-- realization_mode: agent
+-- source_kind: agent
+WITH "buckets" AS (
+  SELECT CAST("22.011" AS REAL) AS "22.011",
+         NTILE(10) OVER (ORDER BY CAST("22.011" AS REAL) DESC) AS "tail_bucket"
+  FROM "n11"
+  WHERE "22.011" IS NOT NULL
+)
+SELECT "22.011"
+FROM "buckets"
+WHERE "tail_bucket" = 1
+ORDER BY "22.011" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c05fef2945e4055b.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c05fef2945e4055b.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3c4ae5740f6eb8e08f042c2ee1aa88a7276841a8
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c05fef2945e4055b.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_c05fef2945e4055b
+-- problem_id: v2p_n11_14cfd179330bd0a4
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c419c06dbd3f6f62.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c419c06dbd3f6f62.sql
new file mode 100644
index 0000000000000000000000000000000000000000..8fa9e9f0180776ec63a019e441f5c9d18ef0fb05
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c419c06dbd3f6f62.sql
@@ -0,0 +1,57 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_c419c06dbd3f6f62
+-- problem_id: v2p_n11_faf33fa8dbaed0db
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g" AS "group_col",
+    CAST("28.7967" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("28.7967" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "28.7967" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "group_col",
+    "measure_value",
+    "rn",
+    1.0 + ("cnt" - 1) * 0.9 AS "pos"
+  FROM "ranked"
+),
+"bounds" AS (
+  SELECT
+    "group_col",
+    "measure_value",
+    "rn",
+    "pos",
+    CAST("pos" AS INTEGER) AS "lo",
+    CAST("pos" AS INTEGER) + CASE
+      WHEN "pos" > CAST("pos" AS INTEGER) THEN 1
+      ELSE 0
+    END AS "hi"
+  FROM "positions"
+)
+SELECT
+  "group_col" AS "g",
+  CASE
+    WHEN MAX("lo") = MAX("hi") THEN MAX(CASE WHEN "rn" = "lo" THEN "measure_value" END)
+    ELSE MAX(CASE WHEN "rn" = "lo" THEN "measure_value" END) * (MAX("hi") - MAX("pos"))
+       + MAX(CASE WHEN "rn" = "hi" THEN "measure_value" END) * (MAX("pos") - MAX("lo"))
+  END AS "percentile_measure"
+FROM "bounds"
+GROUP BY "group_col"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c8a613b47915ae1e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c8a613b47915ae1e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2ebc5211635eb5979f393c3138af2fffb2e74e71
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_c8a613b47915ae1e.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_c8a613b47915ae1e
+-- problem_id: v2p_n11_5fed2414b5b47176
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "-8.2027",
+       SUM(CAST("22.011" AS REAL)) AS total_measure,
+       SUM(CAST("22.011" AS REAL)) * 100.0 / SUM(SUM(CAST("22.011" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "-8.2027"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cbbc95e2f259a401.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cbbc95e2f259a401.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2dbbe9c47f340d919a9ec22cfec7dadd3432b482
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cbbc95e2f259a401.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tail_low_support_group_count_v2
+-- query_record_id: v2q_n11_cbbc95e2f259a401
+-- problem_id: v2p_n11_491eae666b05e845
+-- realization_mode: agent
+-- source_kind: agent
+SELECT
+    "g",
+    COUNT(*) AS support
+FROM "n11"
+GROUP BY "g"
+ORDER BY support ASC, "g"
+LIMIT 11;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cc68457d1c8490c1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cc68457d1c8490c1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..7ed9c584a2bac6f5d200a9475ac8cf3b0a955c3c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_cc68457d1c8490c1.sql
@@ -0,0 +1,62 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_cc68457d1c8490c1
+-- problem_id: v2p_n11_af6b3424fa10f231
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ordered" AS (
+  SELECT
+    "g",
+    CAST("22.011" AS REAL) AS "measure_value",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("22.011" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "22.011" IS NOT NULL
+),
+"positions" AS (
+  SELECT DISTINCT
+    "g",
+    (1.0 + ("cnt" - 1) * 0.9) AS "pos",
+    CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) AS "lower_rn",
+    CASE
+      WHEN (1.0 + ("cnt" - 1) * 0.9) = CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER)
+        THEN CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER)
+      ELSE CAST(1.0 + ("cnt" - 1) * 0.9 AS INTEGER) + 1
+    END AS "upper_rn"
+  FROM "ordered"
+),
+"bounds" AS (
+  SELECT
+    p."g",
+    p."pos",
+    p."lower_rn",
+    p."upper_rn",
+    lo."measure_value" AS "lower_val",
+    hi."measure_value" AS "upper_val"
+  FROM "positions" AS p
+  JOIN "ordered" AS lo
+    ON lo."g" = p."g"
+   AND lo."rn" = p."lower_rn"
+  JOIN "ordered" AS hi
+    ON hi."g" = p."g"
+   AND hi."rn" = p."upper_rn"
+)
+SELECT
+  "g",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "bounds"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ccd486aeaf0455d4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ccd486aeaf0455d4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..abf0d7ccd8fa0c836d70e036f354587635860d7b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ccd486aeaf0455d4.sql
@@ -0,0 +1,15 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_threshold_rarity_cdf
+-- query_record_id: v2q_n11_ccd486aeaf0455d4
+-- problem_id: v2p_n11_3013d5482de2c353
+-- realization_mode: agent
+-- source_kind: agent
+SELECT AVG(CASE WHEN CAST("28.7967" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold
+FROM "n11";
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d06316c26ccccf7a.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d06316c26ccccf7a.sql
new file mode 100644
index 0000000000000000000000000000000000000000..eee5eb7fa82dc5d2fd7feebac94ec3ac079bcad3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d06316c26ccccf7a.sql
@@ -0,0 +1,66 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_d06316c26ccccf7a
+-- problem_id: v2p_n11_6034148097cd0822
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g" AS "g",
+    CAST("28.7967" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("28.7967" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "g"
+    ) AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "28.7967" IS NOT NULL
+),
+"positions" AS (
+  SELECT
+    "g",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "target_pos",
+    CAST(1.0 + 0.95 * ("cnt" - 1) AS INTEGER) AS "lower_rn"
+  FROM "ranked"
+  GROUP BY "g", "cnt"
+),
+"bounds" AS (
+  SELECT
+    "g",
+    "target_pos",
+    "lower_rn",
+    CASE
+      WHEN "target_pos" > "lower_rn" THEN "lower_rn" + 1
+      ELSE "lower_rn"
+    END AS "upper_rn"
+  FROM "positions"
+)
+SELECT
+  "b"."g",
+  CASE
+    WHEN "b"."lower_rn" = "b"."upper_rn" THEN
+      MAX(CASE WHEN "r"."rn" = "b"."lower_rn" THEN "r"."measure" END)
+    ELSE
+      MAX(CASE WHEN "r"."rn" = "b"."lower_rn" THEN "r"."measure" END) +
+      ("b"."target_pos" - "b"."lower_rn") * (
+        MAX(CASE WHEN "r"."rn" = "b"."upper_rn" THEN "r"."measure" END) -
+        MAX(CASE WHEN "r"."rn" = "b"."lower_rn" THEN "r"."measure" END)
+      )
+  END AS "percentile_measure"
+FROM "bounds" AS "b"
+JOIN "ranked" AS "r"
+  ON "r"."g" = "b"."g"
+ AND "r"."rn" IN ("b"."lower_rn", "b"."upper_rn")
+GROUP BY "b"."g", "b"."target_pos", "b"."lower_rn", "b"."upper_rn"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d166ba3cf4422f4d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d166ba3cf4422f4d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1f413da359b23d75c0a5043c7159a5745be4de4c
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d166ba3cf4422f4d.sql
@@ -0,0 +1,34 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_d166ba3cf4422f4d
+-- problem_id: v2p_n11_98a21e6eabfe0048
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g" AS "group_col",
+    CAST("-8.2027" AS REAL) AS "measure_col",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("-8.2027" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "-8.2027" IS NOT NULL
+    AND TRIM("-8.2027") <> ''
+)
+SELECT
+  "group_col" AS "g",
+  MIN("measure_col") AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER)
+GROUP BY "group_col"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d1e14d3a774f9348.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d1e14d3a774f9348.sql
new file mode 100644
index 0000000000000000000000000000000000000000..5173b9191ec1c953f2959ba6f97146d496c6063b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d1e14d3a774f9348.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_d1e14d3a774f9348
+-- problem_id: v2p_n11_e8678ee735817b5b
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+  SELECT "g", SUM(CAST("81.8828" AS REAL)) AS group_value
+  FROM "n11"
+  GROUP BY "g"
+), total AS (
+  SELECT SUM(group_value) AS total_value
+  FROM grouped
+)
+SELECT grp."g", grp.group_value
+FROM grouped AS grp
+CROSS JOIN total AS t
+WHERE grp.group_value > t.total_value * 0.1
+ORDER BY grp.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d34354742c67de73.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d34354742c67de73.sql
new file mode 100644
index 0000000000000000000000000000000000000000..afc3086ba1ed60d0ad146bf2daded972155b7c27
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d34354742c67de73.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_d34354742c67de73
+-- problem_id: v2p_n11_1e6fa6d76b76d310
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "81.8828",
+    COUNT(*) AS support,
+    AVG("16.0021") AS avg_response
+FROM "n11"
+GROUP BY "81.8828"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d56e445565e8ca8d.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d56e445565e8ca8d.sql
new file mode 100644
index 0000000000000000000000000000000000000000..73e4e2b4b92f84681fe718c7d8791edcaed9b2b7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_d56e445565e8ca8d.sql
@@ -0,0 +1,48 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_d56e445565e8ca8d
+-- problem_id: v2p_n11_464c4db59223a56c
+-- realization_mode: agent
+-- source_kind: agent
+WITH "__ordered" AS (
+  SELECT
+    "g" AS "__group",
+    CAST("27.7004" AS REAL) AS "__measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("27.7004" AS REAL)
+    ) AS "__rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "__cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "27.7004" IS NOT NULL
+),
+"__pos" AS (
+  SELECT
+    "__group",
+    "__cnt",
+    CAST((9 * "__cnt" + 1) / 10 AS INTEGER) AS "__low_rn",
+    CAST((9 * "__cnt" + 1) / 10 AS INTEGER)
+      + CASE WHEN (9 * "__cnt" + 1) % 10 = 0 THEN 0 ELSE 1 END AS "__high_rn",
+    ((9 * "__cnt" + 1) % 10) / 10.0 AS "__high_wt"
+  FROM "__ordered"
+  GROUP BY "__group", "__cnt"
+)
+SELECT
+  o."__group" AS "g",
+  (
+    MAX(CASE WHEN o."__rn" = p."__low_rn" THEN o."__measure" END) * (1.0 - p."__high_wt")
+    + MAX(CASE WHEN o."__rn" = p."__high_rn" THEN o."__measure" END) * p."__high_wt"
+  ) AS "percentile_measure"
+FROM "__ordered" AS o
+JOIN "__pos" AS p
+  ON o."__group" = p."__group"
+GROUP BY o."__group", p."__low_rn", p."__high_rn", p."__high_wt"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_db811986e9c1b3b0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_db811986e9c1b3b0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..def79545d92bc325c3e75c5036a8e9804d3957cc
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_db811986e9c1b3b0.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_db811986e9c1b3b0
+-- problem_id: v2p_n11_58d6aa99734b753f
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("0.1982" AS REAL) AS "0.1982",
+           NTILE(10) OVER (ORDER BY CAST("0.1982" AS REAL) DESC) AS tail_bucket
+    FROM "n11"
+    WHERE "0.1982" IS NOT NULL
+)
+SELECT "0.1982"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "0.1982" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_df6d03859e775b26.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_df6d03859e775b26.sql
new file mode 100644
index 0000000000000000000000000000000000000000..3d3ab96f89a88f198d4e63bc90cbc4d9f4630f88
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_df6d03859e775b26.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: subgroup_structure
+-- canonical_subitem_id: internal_profile_stability
+-- intended_facet_id: subgroup_rank_order
+-- variant_semantic_role: collapsed_target_view
+-- template_id: tpl_h2o_group_sum
+-- query_record_id: v2q_n11_df6d03859e775b26
+-- problem_id: v2p_n11_209a726a32de833b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e0b92972163a53b5.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e0b92972163a53b5.sql
new file mode 100644
index 0000000000000000000000000000000000000000..9555a8951aa37826f680b0d91c3f9b528d69516a
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e0b92972163a53b5.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_e0b92972163a53b5
+-- problem_id: v2p_n11_db6071e07ebdf542
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+ORDER BY total_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e28e74af7ca9a77f.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e28e74af7ca9a77f.sql
new file mode 100644
index 0000000000000000000000000000000000000000..a0a2d2bdff12cc712d9e8c7e822d6e6d53e60d59
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e28e74af7ca9a77f.sql
@@ -0,0 +1,21 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_e28e74af7ca9a77f
+-- problem_id: v2p_n11_5baf937496d61ade
+-- realization_mode: deterministic
+-- source_kind: deterministic
+SELECT
+    "28.7967",
+    COUNT(*) AS support,
+    AVG("16.0021") AS avg_response
+FROM "n11"
+GROUP BY "28.7967"
+HAVING COUNT(*) >= 5.0
+ORDER BY support DESC, avg_response DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e29abbc71d202e18.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e29abbc71d202e18.sql
new file mode 100644
index 0000000000000000000000000000000000000000..e50d416deddb0724164e3bdea45b60fb9f485ee4
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e29abbc71d202e18.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_e29abbc71d202e18
+-- problem_id: v2p_n11_5e07914d2af5268a
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e580aa6457c28352.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e580aa6457c28352.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1adf25772eb84b8fb36584d222cd7c5dd6b6cf35
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e580aa6457c28352.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_e580aa6457c28352
+-- problem_id: v2p_n11_9032aa694bff5a0c
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "16.0021",
+       SUM(CAST("28.7967" AS REAL)) AS total_measure,
+       SUM(CAST("28.7967" AS REAL)) * 100.0 / SUM(SUM(CAST("28.7967" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "16.0021"
+ORDER BY share_within_group DESC
+LIMIT 10;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e61f545d73cf93e1.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e61f545d73cf93e1.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b8faee5733833af8bb5cad25360f471f1a1c9d4f
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e61f545d73cf93e1.sql
@@ -0,0 +1,65 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_e61f545d73cf93e1
+-- problem_id: v2p_n11_c9a0f4b159f244c1
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("22.011" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("22.011" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (PARTITION BY "g") AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND TRIM("g") <> ''
+    AND "22.011" IS NOT NULL
+    AND TRIM("22.011") <> ''
+),
+"params" AS (
+  SELECT DISTINCT
+    "g",
+    "cnt",
+    (1.0 + 0.95 * ("cnt" - 1)) AS "target_rn",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn",
+    CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) + CASE
+      WHEN (1.0 + 0.95 * ("cnt" - 1)) > CAST((1.0 + 0.95 * ("cnt" - 1)) AS INTEGER) THEN 1
+      ELSE 0
+    END AS "upper_rn"
+  FROM "ranked"
+),
+"picked" AS (
+  SELECT
+    "p"."g",
+    "p"."target_rn",
+    "p"."lower_rn",
+    "p"."upper_rn",
+    MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) AS "lower_val",
+    MAX(CASE WHEN "r"."rn" = "p"."upper_rn" THEN "r"."measure" END) AS "upper_val"
+  FROM "params" AS "p"
+  JOIN "ranked" AS "r"
+    ON "r"."g" = "p"."g"
+  GROUP BY
+    "p"."g",
+    "p"."target_rn",
+    "p"."lower_rn",
+    "p"."upper_rn"
+)
+SELECT
+  "g",
+  CASE
+    WHEN "lower_rn" = "upper_rn" THEN "lower_val"
+    ELSE "lower_val" + ("target_rn" - "lower_rn") * ("upper_val" - "lower_val")
+  END AS "percentile_measure"
+FROM "picked"
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e825e8fdfb06cfa4.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e825e8fdfb06cfa4.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2204d9477a773633521fbe3b4c429a95d8146218
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e825e8fdfb06cfa4.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: count_distribution
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_e825e8fdfb06cfa4
+-- problem_id: v2p_n11_e93da171d533ee71
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("40.092" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT grp."g", grp.group_value
+FROM grouped AS grp
+CROSS JOIN total AS t
+WHERE grp.group_value > t.total_value * 0.1
+ORDER BY grp.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e8e343b92d901527.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e8e343b92d901527.sql
new file mode 100644
index 0000000000000000000000000000000000000000..82ac51c69f63314a2099a95b7fca1306524ff2e3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_e8e343b92d901527.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- 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_n11_e8e343b92d901527
+-- problem_id: v2p_n11_73b6548c9eb08253
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("28.7967" AS REAL)) AS "total_measure"
+FROM "n11"
+GROUP BY "g"
+ORDER BY "total_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ea99fae6ec12fe98.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ea99fae6ec12fe98.sql
new file mode 100644
index 0000000000000000000000000000000000000000..1dfafb18e41a86b4410ed72bf2ff6d29a3d41adb
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ea99fae6ec12fe98.sql
@@ -0,0 +1,23 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: rare_extreme_view
+-- template_id: tpl_m4_quantile_tail_slice
+-- query_record_id: v2q_n11_ea99fae6ec12fe98
+-- problem_id: v2p_n11_068bb10a962fb7be
+-- realization_mode: agent
+-- source_kind: agent
+WITH buckets AS (
+    SELECT CAST("16.0021" AS REAL) AS "16.0021",
+           NTILE(10) OVER (ORDER BY CAST("16.0021" AS REAL) DESC) AS tail_bucket
+    FROM "n11"
+    WHERE "16.0021" IS NOT NULL
+)
+SELECT "16.0021"
+FROM buckets
+WHERE tail_bucket = 1
+ORDER BY "16.0021" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_eb879d15c51eac05.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_eb879d15c51eac05.sql
new file mode 100644
index 0000000000000000000000000000000000000000..25eabe902af576d220dc8c28b11a3eee2d3a5094
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_eb879d15c51eac05.sql
@@ -0,0 +1,35 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_concentration_consistency
+-- intended_facet_id: rare_target_concentration
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_grouped_percentile_point
+-- query_record_id: v2q_n11_eb879d15c51eac05
+-- problem_id: v2p_n11_79013d260a27789d
+-- realization_mode: agent
+-- source_kind: agent
+WITH "ranked" AS (
+  SELECT
+    "g",
+    CAST("40.092" AS REAL) AS "measure",
+    ROW_NUMBER() OVER (
+      PARTITION BY "g"
+      ORDER BY CAST("40.092" AS REAL)
+    ) AS "rn",
+    COUNT(*) OVER (
+      PARTITION BY "g"
+    ) AS "cnt"
+  FROM "n11"
+  WHERE "g" IS NOT NULL
+    AND "40.092" IS NOT NULL
+    AND TRIM("40.092") <> ''
+)
+SELECT
+  "g",
+  "measure" AS "percentile_measure"
+FROM "ranked"
+WHERE "rn" = CAST((95 * "cnt" + 99) / 100 AS INTEGER)
+ORDER BY "percentile_measure" DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ed17fc9a8b0668e9.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ed17fc9a8b0668e9.sql
new file mode 100644
index 0000000000000000000000000000000000000000..fe1b90c6fdaa80c884f720504694d52d62483723
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ed17fc9a8b0668e9.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_ed17fc9a8b0668e9
+-- problem_id: v2p_n11_630ace2903891f58
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "16.0021",
+       SUM(CAST("28.7967" AS REAL)) AS total_measure,
+       SUM(CAST("28.7967" AS REAL)) * 100.0 / SUM(SUM(CAST("28.7967" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "16.0021"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_efad4a899f3ff0bb.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_efad4a899f3ff0bb.sql
new file mode 100644
index 0000000000000000000000000000000000000000..f6d151e88b7e852021dd46cc95f129ae15ad2667
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_efad4a899f3ff0bb.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_efad4a899f3ff0bb
+-- problem_id: v2p_n11_a09f370efbcbf358
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "2.6449",
+       SUM(CAST("16.0021" AS REAL)) AS total_measure,
+       SUM(CAST("16.0021" AS REAL)) * 100.0 / SUM(SUM(CAST("16.0021" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "2.6449"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f1693826558bbd23.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f1693826558bbd23.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2abc792b0c245378c3979db682f283a8ae4be78d
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f1693826558bbd23.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_f1693826558bbd23
+-- problem_id: v2p_n11_1a74fcc4ae24ef6e
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "40.092",
+       SUM(CAST("-8.2027" AS REAL)) AS total_measure,
+       SUM(CAST("-8.2027" AS REAL)) * 100.0 / SUM(SUM(CAST("-8.2027" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "40.092"
+ORDER BY share_within_group DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f20f8a12ae6371ed.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f20f8a12ae6371ed.sql
new file mode 100644
index 0000000000000000000000000000000000000000..cb9420b14819af9e1c617367a8fa7a9ebbb06ac3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f20f8a12ae6371ed.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_f20f8a12ae6371ed
+-- problem_id: v2p_n11_60307b2ee67036d6
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("28.7967" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f3dee0eaf3c87f05.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f3dee0eaf3c87f05.sql
new file mode 100644
index 0000000000000000000000000000000000000000..b0e04eb98efb671b6839debb77b162a399c0dd47
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f3dee0eaf3c87f05.sql
@@ -0,0 +1,20 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_tpcds_within_group_share
+-- query_record_id: v2q_n11_f3dee0eaf3c87f05
+-- problem_id: v2p_n11_5ebbc3bed0e8a808
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", "28.7967",
+       SUM(CAST("81.8828" AS REAL)) AS total_measure,
+       SUM(CAST("81.8828" AS REAL)) * 100.0 / SUM(SUM(CAST("81.8828" AS REAL))) OVER (PARTITION BY "g") AS share_within_group
+FROM "n11"
+GROUP BY "g", "28.7967"
+ORDER BY share_within_group DESC
+LIMIT 14;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f63d81da9bb183c0.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f63d81da9bb183c0.sql
new file mode 100644
index 0000000000000000000000000000000000000000..c330e7d23f3ebb53505b83982ddeccd489bd906e
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f63d81da9bb183c0.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_f63d81da9bb183c0
+-- problem_id: v2p_n11_e5a225c07cd7ba84
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g", SUM(CAST("0.3918" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.1
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f8cd923b0cfaa34e.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f8cd923b0cfaa34e.sql
new file mode 100644
index 0000000000000000000000000000000000000000..2fdeb06da015e07d0d5c7a5da4b892b6cd3b9c1b
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_f8cd923b0cfaa34e.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: within_group_proportion
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_f8cd923b0cfaa34e
+-- problem_id: v2p_n11_b3a5c977fb5eabc7
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fae32f5ad1275722.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fae32f5ad1275722.sql
new file mode 100644
index 0000000000000000000000000000000000000000..ec4518ec828104aba7a7210cfaa5a47566c5e8f0
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fae32f5ad1275722.sql
@@ -0,0 +1,26 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_mass_similarity
+-- intended_facet_id: tail_ranked_signal
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_relative_total_threshold
+-- query_record_id: v2q_n11_fae32f5ad1275722
+-- problem_id: v2p_n11_c15d5a779c27d703
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g" AS "g", SUM(CAST("0.1982" AS REAL)) AS group_value
+    FROM "n11"
+    GROUP BY "g"
+), total AS (
+    SELECT SUM(group_value) AS total_value
+    FROM grouped
+)
+SELECT g."g", g.group_value
+FROM grouped AS g
+CROSS JOIN total AS t
+WHERE g.group_value > t.total_value * 0.05
+ORDER BY g.group_value DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fccbd5817887a4ea.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fccbd5817887a4ea.sql
new file mode 100644
index 0000000000000000000000000000000000000000..dae4d522fef9cb6f31a3ab028baec29c65e346fd
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fccbd5817887a4ea.sql
@@ -0,0 +1,24 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: contrastive_conditional_view
+-- template_id: tpl_m4_group_ratio_two_conditions
+-- query_record_id: v2q_n11_fccbd5817887a4ea
+-- problem_id: v2p_n11_c6ac2529b28b11ce
+-- realization_mode: agent
+-- source_kind: agent
+WITH grouped AS (
+    SELECT "g",
+           SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count,
+           SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count
+    FROM "n11"
+    GROUP BY "g"
+)
+SELECT "g",
+       CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio
+FROM grouped
+ORDER BY condition_ratio DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fdc32c5242ad9f34.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fdc32c5242ad9f34.sql
new file mode 100644
index 0000000000000000000000000000000000000000..173b4699b59c99f892b1f8c172ca94418a4e00a3
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_fdc32c5242ad9f34.sql
@@ -0,0 +1,17 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: direction_consistency
+-- intended_facet_id: conditional_rate_shift
+-- variant_semantic_role: ranked_signal_view
+-- template_id: tpl_m4_window_partition_avg
+-- query_record_id: v2q_n11_fdc32c5242ad9f34
+-- problem_id: v2p_n11_04d6d98c964efa3b
+-- realization_mode: agent
+-- source_kind: agent
+SELECT DISTINCT "g",
+       AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure
+FROM "n11"
+ORDER BY avg_measure DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ff465ddfd341c784.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ff465ddfd341c784.sql
new file mode 100644
index 0000000000000000000000000000000000000000..186001bc15aa23c807b34e88f69155ed26b5a075
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ff465ddfd341c784.sql
@@ -0,0 +1,18 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: conditional_dependency_structure
+-- canonical_subitem_id: dependency_strength_similarity
+-- intended_facet_id: pairwise_conditional_dependency
+-- variant_semantic_role: focused_target_view
+-- template_id: tpl_m4_group_condition_rate
+-- query_record_id: v2q_n11_ff465ddfd341c784
+-- problem_id: v2p_n11_bc3d43fbd41a2aa6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g",
+       AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate
+FROM "n11"
+GROUP BY "g"
+ORDER BY condition_rate DESC;
diff --git a/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ffcfc120788bef12.sql b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ffcfc120788bef12.sql
new file mode 100644
index 0000000000000000000000000000000000000000..bdd7e8a42e1f211a3bc15f5b67e1f41b269333e7
--- /dev/null
+++ b/Query/sql/v2/runs/v2_cli_20260502_081223_b/n11/sql/v2q_n11_ffcfc120788bef12.sql
@@ -0,0 +1,19 @@
+-- sql_source_version: v2
+-- sql_source_label: v2_current
+-- sql_source_run_id: v2_cli_20260502_081223_b
+-- sql_source_dataset_id: n11
+-- family_id: tail_rarity_structure
+-- canonical_subitem_id: tail_set_consistency
+-- intended_facet_id: low_support_extremes
+-- variant_semantic_role: filtered_stable_view
+-- template_id: tpl_tpch_thresholded_group_ranking
+-- query_record_id: v2q_n11_ffcfc120788bef12
+-- problem_id: v2p_n11_3be71106c1133da6
+-- realization_mode: agent
+-- source_kind: agent
+SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure
+FROM "n11"
+GROUP BY "g"
+HAVING SUM(CAST("2.6449" AS REAL)) > 2.9462
+ORDER BY total_measure DESC
+LIMIT 17;